Overview

Dataset statistics

Number of variables56
Number of observations549
Missing cells11696
Missing cells (%)38.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory175.3 KiB
Average record size in memory327.0 B

Variable types

Categorical41
Numeric8
DateTime7

Alerts

df_index has constant value "0" Constant
Diagnose has constant value "" Constant
Hemodynamics has constant value "" Constant
Therapy has constant value "" Constant
Patient has a high cardinality: 290 distinct values High cardinality
Additional diagnoses has a high cardinality: 139 distinct values High cardinality
Ventriculography has a high cardinality: 66 distinct values High cardinality
Pulmonary artery pressure (at rest) (syst/diast) has a high cardinality: 55 distinct values High cardinality
Cardiac output (at rest) has a high cardinality: 60 distinct values High cardinality
Cardiac index (at rest) has a high cardinality: 54 distinct values High cardinality
Stroke volume index (at rest) has a high cardinality: 57 distinct values High cardinality
Pulmonary artery pressure (laod) (syst/diast) has a high cardinality: 62 distinct values High cardinality
Cardiac output (load) has a high cardinality: 59 distinct values High cardinality
Cardiac index (load) has a high cardinality: 57 distinct values High cardinality
Stroke volume index (load) has a high cardinality: 58 distinct values High cardinality
Left coronary artery stenoses (RIVA) has a high cardinality: 74 distinct values High cardinality
Medication pre admission has a high cardinality: 54 distinct values High cardinality
Start lysis therapy (hh.mm) has a high cardinality: 80 distinct values High cardinality
Additional medication has a high cardinality: 94 distinct values High cardinality
In hospital medication has a high cardinality: 90 distinct values High cardinality
Medication after discharge has a high cardinality: 85 distinct values High cardinality
Heart Rate is highly correlated with Heart Beats and 1 other fieldsHigh correlation
Heart Beats is highly correlated with Heart Rate and 1 other fieldsHigh correlation
Average_RR_interval(ms) is highly correlated with Heart Rate and 1 other fieldsHigh correlation
QR_interval is highly correlated with QRS_timeHigh correlation
QRS_time is highly correlated with QR_intervalHigh correlation
Heart Rate is highly correlated with Heart Beats and 1 other fieldsHigh correlation
Heart Beats is highly correlated with Heart Rate and 1 other fieldsHigh correlation
Average_RR_interval(ms) is highly correlated with Heart Rate and 1 other fieldsHigh correlation
QR_interval is highly correlated with QRS_timeHigh correlation
QRS_time is highly correlated with QR_intervalHigh correlation
Heart Rate is highly correlated with Heart Beats and 1 other fieldsHigh correlation
Heart Beats is highly correlated with Heart Rate and 1 other fieldsHigh correlation
Average_RR_interval(ms) is highly correlated with Heart Rate and 1 other fieldsHigh correlation
QR_interval is highly correlated with QRS_timeHigh correlation
QRS_time is highly correlated with QR_intervalHigh correlation
age has 18 (3.3%) missing values Missing
sex has 10 (1.8%) missing values Missing
ECG date has 8 (1.5%) missing values Missing
Reason for admission has 27 (4.9%) missing values Missing
Acute infarction (localization) has 28 (5.1%) missing values Missing
Former infarction (localization) has 41 (7.5%) missing values Missing
Additional diagnoses has 43 (7.8%) missing values Missing
Smoker has 141 (25.7%) missing values Missing
Number of coronary vessels involved has 217 (39.5%) missing values Missing
Infarction date (acute) has 203 (37.0%) missing values Missing
Previous infarction (1) date has 467 (85.1%) missing values Missing
Previous infarction (2) date has 543 (98.9%) missing values Missing
Ventriculography has 219 (39.9%) missing values Missing
Chest X-ray has 234 (42.6%) missing values Missing
Peripheral blood Pressure (syst/diast) has 264 (48.1%) missing values Missing
Pulmonary artery pressure (at rest) (syst/diast) has 355 (64.7%) missing values Missing
Pulmonary artery pressure (at rest) (mean) has 355 (64.7%) missing values Missing
Pulmonary capillary wedge pressure (at rest) has 355 (64.7%) missing values Missing
Cardiac output (at rest) has 361 (65.8%) missing values Missing
Cardiac index (at rest) has 362 (65.9%) missing values Missing
Stroke volume index (at rest) has 362 (65.9%) missing values Missing
Pulmonary artery pressure (laod) (syst/diast) has 360 (65.6%) missing values Missing
Pulmonary artery pressure (laod) (mean) has 360 (65.6%) missing values Missing
Pulmonary capillary wedge pressure (load) has 363 (66.1%) missing values Missing
Cardiac output (load) has 364 (66.3%) missing values Missing
Cardiac index (load) has 360 (65.6%) missing values Missing
Stroke volume index (load) has 360 (65.6%) missing values Missing
Aorta (at rest) (syst/diast) has 483 (88.0%) missing values Missing
Aorta (at rest) mean has 487 (88.7%) missing values Missing
Left ventricular enddiastolic pressure has 410 (74.7%) missing values Missing
Left coronary artery stenoses (RIVA) has 227 (41.3%) missing values Missing
Left coronary artery stenoses (RCX) has 227 (41.3%) missing values Missing
Right coronary artery stenoses (RCA) has 233 (42.4%) missing values Missing
Echocardiography has 491 (89.4%) missing values Missing
Infarction date has 203 (37.0%) missing values Missing
Admission date has 234 (42.6%) missing values Missing
Medication pre admission has 242 (44.1%) missing values Missing
Start lysis therapy (hh.mm) has 236 (43.0%) missing values Missing
Lytic agent has 241 (43.9%) missing values Missing
Dosage (lytic agent) has 246 (44.8%) missing values Missing
Additional medication has 238 (43.4%) missing values Missing
In hospital medication has 238 (43.4%) missing values Missing
Medication after discharge has 238 (43.4%) missing values Missing
Catetherization date has 242 (44.1%) missing values Missing
Pulmonary artery pressure (laod) (syst/diast) is uniformly distributed Uniform
Additional medication is uniformly distributed Uniform
SDRR has unique values Unique
QR_interval has unique values Unique

Reproduction

Analysis started2022-07-04 15:26:52.816171
Analysis finished2022-07-04 15:27:23.207354
Duration30.39 seconds
Software versionpandas-profiling v3.2.0
Download configurationconfig.json

Variables

df_index
Categorical

CONSTANT
REJECTED

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size4.4 KiB
0
549 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters549
Distinct characters1
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0549
100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
0549
100.0%

Most occurring characters

ValueCountFrequency (%)
0549
100.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number549
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0549
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common549
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0549
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII549
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0549
100.0%

Patient
Categorical

HIGH CARDINALITY

Distinct290
Distinct (%)52.8%
Missing0
Missing (%)0.0%
Memory size4.4 KiB
patient180
 
7
patient093
 
5
patient233
 
5
patient005
 
5
patient024
 
4
Other values (285)
523 

Length

Max length10
Median length10
Mean length10
Min length10

Characters and Unicode

Total characters5490
Distinct characters16
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique177 ?
Unique (%)32.2%

Sample

1st rowpatient122
2nd rowpatient206
3rd rowpatient065
4th rowpatient065
5th rowpatient065

Common Values

ValueCountFrequency (%)
patient1807
 
1.3%
patient0935
 
0.9%
patient2335
 
0.9%
patient0055
 
0.9%
patient0244
 
0.7%
patient0174
 
0.7%
patient0834
 
0.7%
patient0944
 
0.7%
patient0454
 
0.7%
patient0334
 
0.7%
Other values (280)503
91.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
patient1807
 
1.3%
patient2335
 
0.9%
patient0055
 
0.9%
patient0935
 
0.9%
patient0074
 
0.7%
patient0234
 
0.7%
patient0734
 
0.7%
patient0414
 
0.7%
patient0844
 
0.7%
patient0764
 
0.7%
Other values (280)503
91.6%

Most occurring characters

ValueCountFrequency (%)
t1098
20.0%
p549
10.0%
a549
10.0%
i549
10.0%
e549
10.0%
n549
10.0%
0415
 
7.6%
1232
 
4.2%
2222
 
4.0%
8121
 
2.2%
Other values (6)657
12.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter3843
70.0%
Decimal Number1647
30.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0415
25.2%
1232
14.1%
2222
13.5%
8121
 
7.3%
4118
 
7.2%
9117
 
7.1%
3116
 
7.0%
7115
 
7.0%
599
 
6.0%
692
 
5.6%
Lowercase Letter
ValueCountFrequency (%)
t1098
28.6%
p549
14.3%
a549
14.3%
i549
14.3%
e549
14.3%
n549
14.3%

Most occurring scripts

ValueCountFrequency (%)
Latin3843
70.0%
Common1647
30.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0415
25.2%
1232
14.1%
2222
13.5%
8121
 
7.3%
4118
 
7.2%
9117
 
7.1%
3116
 
7.0%
7115
 
7.0%
599
 
6.0%
692
 
5.6%
Latin
ValueCountFrequency (%)
t1098
28.6%
p549
14.3%
a549
14.3%
i549
14.3%
e549
14.3%
n549
14.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII5490
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
t1098
20.0%
p549
10.0%
a549
10.0%
i549
10.0%
e549
10.0%
n549
10.0%
0415
 
7.6%
1232
 
4.2%
2222
 
4.0%
8121
 
2.2%
Other values (6)657
12.0%

age
Real number (ℝ≥0)

MISSING

Distinct66
Distinct (%)12.4%
Missing18
Missing (%)3.3%
Infinite0
Infinite (%)0.0%
Mean56.65348399
Minimum17
Maximum87
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size2.3 KiB

Quantile statistics

Minimum17
5-th percentile30.5
Q148
median57
Q367
95-th percentile80
Maximum87
Range70
Interquartile range (IQR)19

Descriptive statistics

Standard deviation14.20498466
Coefficient of variation (CV)0.2507345297
Kurtosis-0.3019681573
Mean56.65348399
Median Absolute Deviation (MAD)10
Skewness-0.2793371677
Sum30083
Variance201.7815857
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
5225
 
4.6%
6823
 
4.2%
6322
 
4.0%
6220
 
3.6%
6518
 
3.3%
4918
 
3.3%
7517
 
3.1%
6616
 
2.9%
4415
 
2.7%
4815
 
2.7%
Other values (56)342
62.3%
(Missing)18
 
3.3%
ValueCountFrequency (%)
172
 
0.4%
201
 
0.2%
221
 
0.2%
245
0.9%
253
0.5%
266
1.1%
282
 
0.4%
294
0.7%
303
0.5%
311
 
0.2%
ValueCountFrequency (%)
873
 
0.5%
863
 
0.5%
852
 
0.4%
842
 
0.4%
831
 
0.2%
822
 
0.4%
815
0.9%
8010
1.8%
792
 
0.4%
786
1.1%

sex
Categorical

MISSING

Distinct3
Distinct (%)0.6%
Missing10
Missing (%)1.8%
Memory size809.0 B
male
391 
female
147 
 
1

Length

Max length7
Median length5
Mean length5.538033395
Min length1

Characters and Unicode

Total characters2985
Distinct characters6
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row male
2nd row male
3rd row male
4th row male
5th row male

Common Values

ValueCountFrequency (%)
male391
71.2%
female147
 
26.8%
1
 
0.2%
(Missing)10
 
1.8%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
male391
72.7%
female147
 
27.3%

Most occurring characters

ValueCountFrequency (%)
e685
22.9%
539
18.1%
m538
18.0%
a538
18.0%
l538
18.0%
f147
 
4.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter2446
81.9%
Space Separator539
 
18.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e685
28.0%
m538
22.0%
a538
22.0%
l538
22.0%
f147
 
6.0%
Space Separator
ValueCountFrequency (%)
539
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin2446
81.9%
Common539
 
18.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e685
28.0%
m538
22.0%
a538
22.0%
l538
22.0%
f147
 
6.0%
Common
ValueCountFrequency (%)
539
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2985
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e685
22.9%
539
18.1%
m538
18.0%
a538
18.0%
l538
18.0%
f147
 
4.9%

ECG date
Date

MISSING

Distinct238
Distinct (%)44.0%
Missing8
Missing (%)1.5%
Memory size4.4 KiB
Minimum1990-08-09 00:00:00
Maximum1997-06-05 00:00:00
Histogram with fixed size bins (bins=50)

Diagnose
Categorical

CONSTANT
REJECTED

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size793.0 B
549 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
549
100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Reason for admission
Categorical

MISSING

Distinct14
Distinct (%)2.7%
Missing27
Missing (%)4.9%
Memory size1.3 KiB
Myocardial infarction
368 
Healthy control
80 
Bundle branch block
 
17
Cardiomyopathy
 
17
Dysrhythmia
 
16
Other values (9)
 
24

Length

Max length23
Median length22
Mean length20.22605364
Min length12

Characters and Unicode

Total characters10558
Distinct characters39
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)1.0%

Sample

1st row Healthy control
2nd row Bundle branch block
3rd row Myocardial infarction
4th row Myocardial infarction
5th row Myocardial infarction

Common Values

ValueCountFrequency (%)
Myocardial infarction368
67.0%
Healthy control80
 
14.6%
Bundle branch block17
 
3.1%
Cardiomyopathy17
 
3.1%
Dysrhythmia16
 
2.9%
Hypertrophy7
 
1.3%
Valvular heart disease6
 
1.1%
Myocarditis4
 
0.7%
Stable angina2
 
0.4%
Heart failure (NYHA 2)1
 
0.2%
Other values (4)4
 
0.7%
(Missing)27
 
4.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
myocardial368
35.8%
infarction368
35.8%
healthy80
 
7.8%
control80
 
7.8%
bundle17
 
1.7%
branch17
 
1.7%
block17
 
1.7%
cardiomyopathy17
 
1.7%
dysrhythmia16
 
1.6%
heart9
 
0.9%
Other values (13)39
 
3.8%

Most occurring characters

ValueCountFrequency (%)
a1296
12.3%
i1159
11.0%
1028
9.7%
o959
9.1%
r902
8.5%
n858
8.1%
c854
8.1%
t586
 
5.6%
l581
 
5.5%
y532
 
5.0%
Other values (29)1803
17.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter8987
85.1%
Space Separator1028
 
9.7%
Uppercase Letter534
 
5.1%
Close Punctuation3
 
< 0.1%
Open Punctuation3
 
< 0.1%
Decimal Number3
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a1296
14.4%
i1159
12.9%
o959
10.7%
r902
10.0%
n858
9.5%
c854
9.5%
t586
6.5%
l581
6.5%
y532
5.9%
d412
 
4.6%
Other values (11)848
9.4%
Uppercase Letter
ValueCountFrequency (%)
M372
69.7%
H93
 
17.4%
C17
 
3.2%
B17
 
3.2%
D16
 
3.0%
V6
 
1.1%
A3
 
0.6%
Y3
 
0.6%
N3
 
0.6%
S2
 
0.4%
Other values (2)2
 
0.4%
Decimal Number
ValueCountFrequency (%)
21
33.3%
31
33.3%
41
33.3%
Space Separator
ValueCountFrequency (%)
1028
100.0%
Close Punctuation
ValueCountFrequency (%)
)3
100.0%
Open Punctuation
ValueCountFrequency (%)
(3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin9521
90.2%
Common1037
 
9.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
a1296
13.6%
i1159
12.2%
o959
10.1%
r902
9.5%
n858
9.0%
c854
9.0%
t586
6.2%
l581
6.1%
y532
 
5.6%
d412
 
4.3%
Other values (23)1382
14.5%
Common
ValueCountFrequency (%)
1028
99.1%
)3
 
0.3%
(3
 
0.3%
21
 
0.1%
31
 
0.1%
41
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII10558
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a1296
12.3%
i1159
11.0%
1028
9.7%
o959
9.1%
r902
8.5%
n858
8.1%
c854
8.1%
t586
 
5.6%
l581
 
5.5%
y532
 
5.0%
Other values (29)1803
17.1%
Distinct14
Distinct (%)2.7%
Missing28
Missing (%)5.1%
Memory size1.3 KiB
no
175 
inferior
89 
antero-septal
77 
infero-lateral
53 
anterior
47 
Other values (9)
80 

Length

Max length23
Median length22
Mean length9.49328215
Min length3

Characters and Unicode

Total characters4946
Distinct characters13
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.2%

Sample

1st row no
2nd row no
3rd row infero-postero-lateral
4th row infero-postero-lateral
5th row infero-postero-lateral

Common Values

ValueCountFrequency (%)
no175
31.9%
inferior89
16.2%
antero-septal77
14.0%
infero-lateral53
 
9.7%
anterior47
 
8.6%
antero-lateral43
 
7.8%
infero-postero-lateral16
 
2.9%
postero-lateral5
 
0.9%
posterior4
 
0.7%
infero-latera3
 
0.5%
Other values (4)9
 
1.6%
(Missing)28
 
5.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
no175
33.6%
inferior89
17.1%
antero-septal77
14.8%
infero-lateral53
 
10.2%
anterior47
 
9.0%
antero-lateral43
 
8.3%
infero-postero-lateral16
 
3.1%
postero-lateral5
 
1.0%
posterior4
 
0.8%
infero-latera3
 
0.6%
Other values (4)9
 
1.7%

Most occurring characters

ValueCountFrequency (%)
r632
12.8%
e570
11.5%
o566
11.4%
521
10.5%
n509
10.3%
a502
10.1%
t405
8.2%
l330
6.7%
i306
6.2%
-224
 
4.5%
Other values (3)381
7.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter4201
84.9%
Space Separator521
 
10.5%
Dash Punctuation224
 
4.5%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
r632
15.0%
e570
13.6%
o566
13.5%
n509
12.1%
a502
11.9%
t405
9.6%
l330
7.9%
i306
7.3%
f165
 
3.9%
s108
 
2.6%
Space Separator
ValueCountFrequency (%)
521
100.0%
Dash Punctuation
ValueCountFrequency (%)
-224
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin4201
84.9%
Common745
 
15.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
r632
15.0%
e570
13.6%
o566
13.5%
n509
12.1%
a502
11.9%
t405
9.6%
l330
7.9%
i306
7.3%
f165
 
3.9%
s108
 
2.6%
Common
ValueCountFrequency (%)
521
69.9%
-224
30.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII4946
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
r632
12.8%
e570
11.5%
o566
11.4%
521
10.5%
n509
10.3%
a502
10.1%
t405
8.2%
l330
6.7%
i306
6.2%
-224
 
4.5%
Other values (3)381
7.7%
Distinct16
Distinct (%)3.1%
Missing41
Missing (%)7.5%
Memory size1.3 KiB
no
423 
anterior
 
27
inferior
 
23
antero-lateral
 
6
infero-posterior
 
5
Other values (11)
 
24

Length

Max length35
Median length3
Mean length4.533464567
Min length3

Characters and Unicode

Total characters2303
Distinct characters20
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5 ?
Unique (%)1.0%

Sample

1st row no
2nd row no
3rd row no
4th row no
5th row no

Common Values

ValueCountFrequency (%)
no423
77.0%
anterior27
 
4.9%
inferior23
 
4.2%
antero-lateral6
 
1.1%
infero-posterior5
 
0.9%
antero-septal4
 
0.7%
infero-lateral4
 
0.7%
postero-lateral4
 
0.7%
inferior ?3
 
0.5%
anterior (1), inferior (2)2
 
0.4%
Other values (6)7
 
1.3%
(Missing)41
 
7.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
no423
80.3%
anterior32
 
6.1%
inferior31
 
5.9%
antero-lateral6
 
1.1%
infero-posterior6
 
1.1%
antero-septal5
 
0.9%
5
 
0.9%
infero-lateral4
 
0.8%
postero-lateral4
 
0.8%
14
 
0.8%
Other values (3)7
 
1.3%

Most occurring characters

ValueCountFrequency (%)
o530
23.0%
527
22.9%
n508
22.1%
r180
 
7.8%
e116
 
5.0%
i111
 
4.8%
a78
 
3.4%
t74
 
3.2%
f42
 
1.8%
l35
 
1.5%
Other values (10)102
 
4.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter1706
74.1%
Space Separator527
 
22.9%
Dash Punctuation27
 
1.2%
Decimal Number12
 
0.5%
Open Punctuation10
 
0.4%
Close Punctuation10
 
0.4%
Other Punctuation9
 
0.4%
Math Symbol2
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o530
31.1%
n508
29.8%
r180
 
10.6%
e116
 
6.8%
i111
 
6.5%
a78
 
4.6%
t74
 
4.3%
f42
 
2.5%
l35
 
2.1%
p16
 
0.9%
Decimal Number
ValueCountFrequency (%)
16
50.0%
26
50.0%
Other Punctuation
ValueCountFrequency (%)
?5
55.6%
,4
44.4%
Space Separator
ValueCountFrequency (%)
527
100.0%
Dash Punctuation
ValueCountFrequency (%)
-27
100.0%
Open Punctuation
ValueCountFrequency (%)
(10
100.0%
Close Punctuation
ValueCountFrequency (%)
)10
100.0%
Math Symbol
ValueCountFrequency (%)
+2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin1706
74.1%
Common597
 
25.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
o530
31.1%
n508
29.8%
r180
 
10.6%
e116
 
6.8%
i111
 
6.5%
a78
 
4.6%
t74
 
4.3%
f42
 
2.5%
l35
 
2.1%
p16
 
0.9%
Common
ValueCountFrequency (%)
527
88.3%
-27
 
4.5%
(10
 
1.7%
)10
 
1.7%
16
 
1.0%
26
 
1.0%
?5
 
0.8%
,4
 
0.7%
+2
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII2303
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o530
23.0%
527
22.9%
n508
22.1%
r180
 
7.8%
e116
 
5.0%
i111
 
4.8%
a78
 
3.4%
t74
 
3.2%
f42
 
1.8%
l35
 
1.5%
Other values (10)102
 
4.4%

Additional diagnoses
Categorical

HIGH CARDINALITY
MISSING

Distinct139
Distinct (%)27.5%
Missing43
Missing (%)7.8%
Memory size4.4 KiB
no
162 
Arterial hypertension
31 
Hypercholesterinemia
 
18
Hyperlipoproteinemia Type IV
 
13
Hyperlipoproteinemia Type IIa
 
8
Other values (134)
274 

Length

Max length173
Median length148
Mean length32.07905138
Min length3

Characters and Unicode

Total characters16232
Distinct characters64
Distinct categories9 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique78 ?
Unique (%)15.4%

Sample

1st row no
2nd row Tinnitus
3rd row no
4th row no
5th row no

Common Values

ValueCountFrequency (%)
no162
29.5%
Arterial hypertension31
 
5.6%
Hypercholesterinemia18
 
3.3%
Hyperlipoproteinemia Type IV13
 
2.4%
Hyperlipoproteinemia Type IIa8
 
1.5%
Diabetes mellitus, Renal insufficiency7
 
1.3%
Diabetes mellitus7
 
1.3%
Peripheral atherosclerosis7
 
1.3%
Arterial hypertension, Hypercholesterinemia7
 
1.3%
Skoliosis5
 
0.9%
Other values (129)241
43.9%
(Missing)43
 
7.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
no162
 
9.8%
hypertension141
 
8.6%
arterial139
 
8.4%
hyperlipoproteinemia80
 
4.9%
type67
 
4.1%
diabetes63
 
3.8%
mellitus63
 
3.8%
hypercholesterinemia46
 
2.8%
fibrillation42
 
2.5%
iia40
 
2.4%
Other values (188)805
48.8%

Most occurring characters

ValueCountFrequency (%)
e1720
 
10.6%
1664
 
10.3%
i1476
 
9.1%
r1371
 
8.4%
t1073
 
6.6%
a951
 
5.9%
o945
 
5.8%
n880
 
5.4%
l746
 
4.6%
p666
 
4.1%
Other values (54)4740
29.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter12944
79.7%
Space Separator1664
 
10.3%
Uppercase Letter1053
 
6.5%
Other Punctuation388
 
2.4%
Decimal Number70
 
0.4%
Open Punctuation45
 
0.3%
Close Punctuation45
 
0.3%
Dash Punctuation21
 
0.1%
Math Symbol2
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e1720
13.3%
i1476
11.4%
r1371
10.6%
t1073
8.3%
a951
 
7.3%
o945
 
7.3%
n880
 
6.8%
l746
 
5.8%
p666
 
5.1%
s664
 
5.1%
Other values (13)2452
18.9%
Uppercase Letter
ValueCountFrequency (%)
H191
18.1%
A190
18.0%
I124
11.8%
T84
8.0%
D84
8.0%
V63
 
6.0%
C59
 
5.6%
P58
 
5.5%
O43
 
4.1%
R42
 
4.0%
Other values (11)115
10.9%
Decimal Number
ValueCountFrequency (%)
218
25.7%
117
24.3%
010
14.3%
39
12.9%
96
 
8.6%
63
 
4.3%
82
 
2.9%
52
 
2.9%
72
 
2.9%
41
 
1.4%
Other Punctuation
ValueCountFrequency (%)
,358
92.3%
.26
 
6.7%
/3
 
0.8%
:1
 
0.3%
Math Symbol
ValueCountFrequency (%)
=1
50.0%
+1
50.0%
Space Separator
ValueCountFrequency (%)
1664
100.0%
Open Punctuation
ValueCountFrequency (%)
(45
100.0%
Close Punctuation
ValueCountFrequency (%)
)45
100.0%
Dash Punctuation
ValueCountFrequency (%)
-21
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin13997
86.2%
Common2235
 
13.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
e1720
12.3%
i1476
10.5%
r1371
 
9.8%
t1073
 
7.7%
a951
 
6.8%
o945
 
6.8%
n880
 
6.3%
l746
 
5.3%
p666
 
4.8%
s664
 
4.7%
Other values (34)3505
25.0%
Common
ValueCountFrequency (%)
1664
74.5%
,358
 
16.0%
(45
 
2.0%
)45
 
2.0%
.26
 
1.2%
-21
 
0.9%
218
 
0.8%
117
 
0.8%
010
 
0.4%
39
 
0.4%
Other values (10)22
 
1.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII16232
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e1720
 
10.6%
1664
 
10.3%
i1476
 
9.1%
r1371
 
8.4%
t1073
 
6.6%
a951
 
5.9%
o945
 
5.8%
n880
 
5.4%
l746
 
4.6%
p666
 
4.1%
Other values (54)4740
29.2%

Smoker
Categorical

MISSING

Distinct2
Distinct (%)0.5%
Missing141
Missing (%)25.7%
Memory size801.0 B
no
218 
yes
190 

Length

Max length4
Median length3
Mean length3.465686275
Min length3

Characters and Unicode

Total characters1414
Distinct characters6
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row no
2nd row no
3rd row no
4th row no
5th row no

Common Values

ValueCountFrequency (%)
no218
39.7%
yes190
34.6%
(Missing)141
25.7%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
no218
53.4%
yes190
46.6%

Most occurring characters

ValueCountFrequency (%)
408
28.9%
n218
15.4%
o218
15.4%
y190
13.4%
e190
13.4%
s190
13.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter1006
71.1%
Space Separator408
28.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
n218
21.7%
o218
21.7%
y190
18.9%
e190
18.9%
s190
18.9%
Space Separator
ValueCountFrequency (%)
408
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin1006
71.1%
Common408
28.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
n218
21.7%
o218
21.7%
y190
18.9%
e190
18.9%
s190
18.9%
Common
ValueCountFrequency (%)
408
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII1414
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
408
28.9%
n218
15.4%
o218
15.4%
y190
13.4%
e190
13.4%
s190
13.4%
Distinct4
Distinct (%)1.2%
Missing217
Missing (%)39.5%
Memory size881.0 B
1
149 
2
87 
3
64 
0
32 

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters664
Distinct characters5
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row 1
2nd row 1
3rd row 1
4th row 1
5th row 1

Common Values

ValueCountFrequency (%)
1149
27.1%
287
15.8%
364
 
11.7%
032
 
5.8%
(Missing)217
39.5%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
1149
44.9%
287
26.2%
364
19.3%
032
 
9.6%

Most occurring characters

ValueCountFrequency (%)
332
50.0%
1149
22.4%
287
 
13.1%
364
 
9.6%
032
 
4.8%

Most occurring categories

ValueCountFrequency (%)
Space Separator332
50.0%
Decimal Number332
50.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1149
44.9%
287
26.2%
364
19.3%
032
 
9.6%
Space Separator
ValueCountFrequency (%)
332
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common664
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
332
50.0%
1149
22.4%
287
 
13.1%
364
 
9.6%
032
 
4.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII664
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
332
50.0%
1149
22.4%
287
 
13.1%
364
 
9.6%
032
 
4.8%
Distinct113
Distinct (%)32.7%
Missing203
Missing (%)37.0%
Memory size4.4 KiB
Minimum1990-08-10 00:00:00
Maximum1997-07-25 00:00:00
Histogram with fixed size bins (bins=50)
Distinct27
Distinct (%)32.9%
Missing467
Missing (%)85.1%
Memory size4.4 KiB
Minimum1972-01-01 00:00:00
Maximum1996-11-01 00:00:00
Histogram with fixed size bins (bins=27)
Distinct4
Distinct (%)66.7%
Missing543
Missing (%)98.9%
Memory size4.4 KiB
Minimum1980-01-01 00:00:00
Maximum2071-01-01 00:00:00
Histogram with fixed size bins (bins=4)

Hemodynamics
Categorical

CONSTANT
REJECTED

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size793.0 B
549 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
549
100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Ventriculography
Categorical

HIGH CARDINALITY
MISSING

Distinct66
Distinct (%)20.0%
Missing219
Missing (%)39.9%
Memory size4.4 KiB
normal
40 
not available
31 
Akinesia antero-lateral wall and apex
29 
Akinesia inferior wall
 
18
Hypokinesia antero-lateral wall
 
11
Other values (61)
201 

Length

Max length106
Median length70
Mean length35.25757576
Min length3

Characters and Unicode

Total characters11635
Distinct characters45
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique12 ?
Unique (%)3.6%

Sample

1st row Akinesia infero-postero-lateral wall
2nd row Akinesia infero-postero-lateral wall
3rd row Akinesia infero-postero-lateral wall
4th row Akinesia infero-postero-lateral wall
5th row not available

Common Values

ValueCountFrequency (%)
normal40
 
7.3%
not available31
 
5.6%
Akinesia antero-lateral wall and apex29
 
5.3%
Akinesia inferior wall18
 
3.3%
Hypokinesia antero-lateral wall11
 
2.0%
Akinesia inferior and posterior wall9
 
1.6%
Hypokinesia inferior wall and apex7
 
1.3%
Hypokinesia/Akinesia antero-lateral wall and apex6
 
1.1%
Akinesia apex, Hypokinesia anterior wall5
 
0.9%
Akinesia anterior wall and apex5
 
0.9%
Other values (56)169
30.8%
(Missing)219
39.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
wall250
18.3%
akinesia156
11.4%
apex147
10.8%
and146
10.7%
antero-lateral111
 
8.1%
hypokinesia87
 
6.4%
inferior82
 
6.0%
normal42
 
3.1%
posterior32
 
2.3%
available31
 
2.3%
Other values (54)282
20.6%

Most occurring characters

ValueCountFrequency (%)
a1574
13.5%
1366
11.7%
e1073
9.2%
i1058
9.1%
l969
 
8.3%
n881
 
7.6%
r680
 
5.8%
o586
 
5.0%
s485
 
4.2%
t436
 
3.7%
Other values (35)2527
21.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter9573
82.3%
Space Separator1366
 
11.7%
Uppercase Letter371
 
3.2%
Dash Punctuation190
 
1.6%
Other Punctuation131
 
1.1%
Decimal Number2
 
< 0.1%
Open Punctuation1
 
< 0.1%
Close Punctuation1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a1574
16.4%
e1073
11.2%
i1058
11.1%
l969
10.1%
n881
9.2%
r680
7.1%
o586
 
6.1%
s485
 
5.1%
t436
 
4.6%
k348
 
3.6%
Other values (15)1483
15.5%
Uppercase Letter
ValueCountFrequency (%)
A194
52.3%
H114
30.7%
D36
 
9.7%
L10
 
2.7%
V6
 
1.6%
M5
 
1.3%
N2
 
0.5%
P1
 
0.3%
E1
 
0.3%
C1
 
0.3%
Other Punctuation
ValueCountFrequency (%)
,85
64.9%
/38
29.0%
.8
 
6.1%
Decimal Number
ValueCountFrequency (%)
11
50.0%
21
50.0%
Space Separator
ValueCountFrequency (%)
1366
100.0%
Dash Punctuation
ValueCountFrequency (%)
-190
100.0%
Open Punctuation
ValueCountFrequency (%)
(1
100.0%
Close Punctuation
ValueCountFrequency (%)
)1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin9944
85.5%
Common1691
 
14.5%

Most frequent character per script

Latin
ValueCountFrequency (%)
a1574
15.8%
e1073
10.8%
i1058
10.6%
l969
9.7%
n881
8.9%
r680
 
6.8%
o586
 
5.9%
s485
 
4.9%
t436
 
4.4%
k348
 
3.5%
Other values (26)1854
18.6%
Common
ValueCountFrequency (%)
1366
80.8%
-190
 
11.2%
,85
 
5.0%
/38
 
2.2%
.8
 
0.5%
(1
 
0.1%
11
 
0.1%
21
 
0.1%
)1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII11635
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
a1574
13.5%
1366
11.7%
e1073
9.2%
i1058
9.1%
l969
 
8.3%
n881
 
7.6%
r680
 
5.8%
o586
 
5.0%
s485
 
4.2%
t436
 
3.7%
Other values (35)2527
21.7%

Chest X-ray
Categorical

MISSING

Distinct24
Distinct (%)7.6%
Missing234
Missing (%)42.6%
Memory size1.4 KiB
normal
216 
Heart size upper limit of norm
 
19
Heart size upper limit of norm, pulmonary venous congestion
 
9
no
 
5
Slightly enlarged left heart
 
5
Other values (19)
61 

Length

Max length129
Median length7
Mean length18.02857143
Min length3

Characters and Unicode

Total characters5679
Distinct characters35
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3 ?
Unique (%)1.0%

Sample

1st row normal
2nd row normal
3rd row normal
4th row normal
5th row normal

Common Values

ValueCountFrequency (%)
normal216
39.3%
Heart size upper limit of norm19
 
3.5%
Heart size upper limit of norm, pulmonary venous congestion9
 
1.6%
no5
 
0.9%
Slightly enlarged left heart5
 
0.9%
Left ventricular enlargement5
 
0.9%
Globally enlarged heart, small pleural effusion (right-sided), Pulmonary venous congestion, postero-basal pneumonic infiltration4
 
0.7%
Normal sized heart, Pulmonary emphysema4
 
0.7%
not available4
 
0.7%
Enlarged left heart, severe pulmonary venous congestion, Marked pleural effusions on either side4
 
0.7%
Other values (14)40
 
7.3%
(Missing)234
42.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
normal230
29.1%
heart80
 
10.1%
pulmonary45
 
5.7%
enlarged38
 
4.8%
congestion34
 
4.3%
size32
 
4.1%
upper32
 
4.1%
limit32
 
4.1%
of32
 
4.1%
norm32
 
4.1%
Other values (30)203
25.7%

Most occurring characters

ValueCountFrequency (%)
790
13.9%
r520
9.2%
n493
8.7%
o488
8.6%
a476
8.4%
l463
 
8.2%
e439
 
7.7%
m382
 
6.7%
t233
 
4.1%
i208
 
3.7%
Other values (25)1187
20.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter4693
82.6%
Space Separator790
 
13.9%
Uppercase Letter110
 
1.9%
Other Punctuation62
 
1.1%
Open Punctuation8
 
0.1%
Dash Punctuation8
 
0.1%
Close Punctuation8
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
r520
11.1%
n493
10.5%
o488
10.4%
a476
10.1%
l463
9.9%
e439
9.4%
m382
8.1%
t233
 
5.0%
i208
 
4.4%
s163
 
3.5%
Other values (12)828
17.6%
Uppercase Letter
ValueCountFrequency (%)
H36
32.7%
E19
17.3%
N14
 
12.7%
P12
 
10.9%
S9
 
8.2%
G7
 
6.4%
M7
 
6.4%
L6
 
5.5%
Space Separator
ValueCountFrequency (%)
790
100.0%
Other Punctuation
ValueCountFrequency (%)
,62
100.0%
Open Punctuation
ValueCountFrequency (%)
(8
100.0%
Dash Punctuation
ValueCountFrequency (%)
-8
100.0%
Close Punctuation
ValueCountFrequency (%)
)8
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin4803
84.6%
Common876
 
15.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
r520
10.8%
n493
10.3%
o488
10.2%
a476
9.9%
l463
9.6%
e439
9.1%
m382
8.0%
t233
 
4.9%
i208
 
4.3%
s163
 
3.4%
Other values (20)938
19.5%
Common
ValueCountFrequency (%)
790
90.2%
,62
 
7.1%
(8
 
0.9%
-8
 
0.9%
)8
 
0.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII5679
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
790
13.9%
r520
9.2%
n493
8.7%
o488
8.6%
a476
8.4%
l463
 
8.2%
e439
 
7.7%
m382
 
6.7%
t233
 
4.1%
i208
 
3.7%
Other values (25)1187
20.9%
Distinct40
Distinct (%)14.0%
Missing264
Missing (%)48.1%
Memory size4.4 KiB
110/70 mmHg
27 
100/60 mmHg
24 
120/70 mmHg
23 
120/60 mmHg
 
17
130/80 mmHg
 
15
Other values (35)
179 

Length

Max length14
Median length13
Mean length13.01754386
Min length12

Characters and Unicode

Total characters3710
Distinct characters15
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)3.5%

Sample

1st row 110/70 mmHg
2nd row 110/70 mmHg
3rd row 110/70 mmHg
4th row 110/70 mmHg
5th row 130/90 mmHg

Common Values

ValueCountFrequency (%)
110/70 mmHg27
 
4.9%
100/60 mmHg24
 
4.4%
120/70 mmHg23
 
4.2%
120/60 mmHg17
 
3.1%
130/80 mmHg15
 
2.7%
110/80 mmHg15
 
2.7%
140/80 mmHg14
 
2.6%
120/90 mmHg14
 
2.6%
140/70 mmHg13
 
2.4%
150/90 mmHg12
 
2.2%
Other values (30)111
20.2%
(Missing)264
48.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
mmhg285
49.7%
110/7027
 
4.7%
100/6024
 
4.2%
120/7024
 
4.2%
120/6017
 
3.0%
130/8015
 
2.6%
110/8015
 
2.6%
140/8014
 
2.4%
120/9014
 
2.4%
140/7013
 
2.3%
Other values (31)125
21.8%

Most occurring characters

ValueCountFrequency (%)
856
23.1%
0604
16.3%
m570
15.4%
1346
9.3%
/285
 
7.7%
H285
 
7.7%
g285
 
7.7%
789
 
2.4%
670
 
1.9%
265
 
1.8%
Other values (5)255
 
6.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number1429
38.5%
Space Separator856
23.1%
Lowercase Letter855
23.0%
Other Punctuation285
 
7.7%
Uppercase Letter285
 
7.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0604
42.3%
1346
24.2%
789
 
6.2%
670
 
4.9%
265
 
4.5%
863
 
4.4%
961
 
4.3%
550
 
3.5%
445
 
3.1%
336
 
2.5%
Lowercase Letter
ValueCountFrequency (%)
m570
66.7%
g285
33.3%
Space Separator
ValueCountFrequency (%)
856
100.0%
Other Punctuation
ValueCountFrequency (%)
/285
100.0%
Uppercase Letter
ValueCountFrequency (%)
H285
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common2570
69.3%
Latin1140
30.7%

Most frequent character per script

Common
ValueCountFrequency (%)
856
33.3%
0604
23.5%
1346
13.5%
/285
 
11.1%
789
 
3.5%
670
 
2.7%
265
 
2.5%
863
 
2.5%
961
 
2.4%
550
 
1.9%
Other values (2)81
 
3.2%
Latin
ValueCountFrequency (%)
m570
50.0%
H285
25.0%
g285
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII3710
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
856
23.1%
0604
16.3%
m570
15.4%
1346
9.3%
/285
 
7.7%
H285
 
7.7%
g285
 
7.7%
789
 
2.4%
670
 
1.9%
265
 
1.8%
Other values (5)255
 
6.9%

Pulmonary artery pressure (at rest) (syst/diast)
Categorical

HIGH CARDINALITY
MISSING

Distinct55
Distinct (%)28.4%
Missing355
Missing (%)64.7%
Memory size4.4 KiB
19/7 cmH2O
 
12
16/8 cmH2O
 
11
17/8 cmH2O
 
8
23/10 cmH2O
 
7
21/9 cmH2O
 
7
Other values (50)
149 

Length

Max length14
Median length13
Mean length13.32474227
Min length11

Characters and Unicode

Total characters2585
Distinct characters16
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)7.2%

Sample

1st row 25/10 cmH2O
2nd row 25/10 cmH2O
3rd row 25/10 cmH2O
4th row 25/10 cmH2O
5th row 20/7 cmH2O

Common Values

ValueCountFrequency (%)
19/7 cmH2O12
 
2.2%
16/8 cmH2O11
 
2.0%
17/8 cmH2O8
 
1.5%
23/10 cmH2O7
 
1.3%
21/9 cmH2O7
 
1.3%
21/8 cmH2O6
 
1.1%
25/8 cmH2O6
 
1.1%
23/6 cmH2O5
 
0.9%
27/14 cmH2O5
 
0.9%
37/17 cmH2O4
 
0.7%
Other values (45)123
 
22.4%
(Missing)355
64.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o194
50.0%
19/712
 
3.1%
16/811
 
2.8%
17/88
 
2.1%
23/107
 
1.8%
21/97
 
1.8%
21/86
 
1.5%
25/86
 
1.5%
23/85
 
1.3%
27/145
 
1.3%
Other values (44)127
32.7%

Most occurring characters

ValueCountFrequency (%)
770
29.8%
2314
12.1%
/194
 
7.5%
c194
 
7.5%
m194
 
7.5%
H194
 
7.5%
O194
 
7.5%
1193
 
7.5%
754
 
2.1%
354
 
2.1%
Other values (6)230
 
8.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number845
32.7%
Space Separator770
29.8%
Lowercase Letter388
15.0%
Uppercase Letter388
15.0%
Other Punctuation194
 
7.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2314
37.2%
1193
22.8%
754
 
6.4%
354
 
6.4%
851
 
6.0%
942
 
5.0%
639
 
4.6%
536
 
4.3%
035
 
4.1%
427
 
3.2%
Lowercase Letter
ValueCountFrequency (%)
c194
50.0%
m194
50.0%
Uppercase Letter
ValueCountFrequency (%)
H194
50.0%
O194
50.0%
Space Separator
ValueCountFrequency (%)
770
100.0%
Other Punctuation
ValueCountFrequency (%)
/194
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1809
70.0%
Latin776
30.0%

Most frequent character per script

Common
ValueCountFrequency (%)
770
42.6%
2314
17.4%
/194
 
10.7%
1193
 
10.7%
754
 
3.0%
354
 
3.0%
851
 
2.8%
942
 
2.3%
639
 
2.2%
536
 
2.0%
Other values (2)62
 
3.4%
Latin
ValueCountFrequency (%)
c194
25.0%
m194
25.0%
H194
25.0%
O194
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2585
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
770
29.8%
2314
12.1%
/194
 
7.5%
c194
 
7.5%
m194
 
7.5%
H194
 
7.5%
O194
 
7.5%
1193
 
7.5%
754
 
2.1%
354
 
2.1%
Other values (6)230
 
8.9%
Distinct18
Distinct (%)9.3%
Missing355
Missing (%)64.7%
Memory size1.3 KiB
12 cmH2O
28 
13 cmH2O
28 
16 cmH2O
23 
14 cmH2O
20 
11 cmH2O
16 
Other values (13)
79 

Length

Max length9
Median length9
Mean length8.907216495
Min length8

Characters and Unicode

Total characters1728
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row 16 cmH2O
2nd row 16 cmH2O
3rd row 16 cmH2O
4th row 16 cmH2O
5th row 13 cmH2O

Common Values

ValueCountFrequency (%)
12 cmH2O28
 
5.1%
13 cmH2O28
 
5.1%
16 cmH2O23
 
4.2%
14 cmH2O20
 
3.6%
11 cmH2O16
 
2.9%
10 cmH2O14
 
2.6%
18 cmH2O10
 
1.8%
6 cmH2O10
 
1.8%
15 cmH2O8
 
1.5%
24 cmH2O7
 
1.3%
Other values (8)30
 
5.5%
(Missing)355
64.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o194
50.0%
1228
 
7.2%
1328
 
7.2%
1623
 
5.9%
1420
 
5.2%
1116
 
4.1%
1014
 
3.6%
1810
 
2.6%
610
 
2.6%
158
 
2.1%
Other values (9)37
 
9.5%

Most occurring characters

ValueCountFrequency (%)
388
22.5%
2252
14.6%
c194
11.2%
m194
11.2%
H194
11.2%
O194
11.2%
1167
9.7%
335
 
2.0%
633
 
1.9%
427
 
1.6%
Other values (5)50
 
2.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number564
32.6%
Space Separator388
22.5%
Lowercase Letter388
22.5%
Uppercase Letter388
22.5%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2252
44.7%
1167
29.6%
335
 
6.2%
633
 
5.9%
427
 
4.8%
018
 
3.2%
810
 
1.8%
79
 
1.6%
58
 
1.4%
95
 
0.9%
Lowercase Letter
ValueCountFrequency (%)
c194
50.0%
m194
50.0%
Uppercase Letter
ValueCountFrequency (%)
H194
50.0%
O194
50.0%
Space Separator
ValueCountFrequency (%)
388
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common952
55.1%
Latin776
44.9%

Most frequent character per script

Common
ValueCountFrequency (%)
388
40.8%
2252
26.5%
1167
17.5%
335
 
3.7%
633
 
3.5%
427
 
2.8%
018
 
1.9%
810
 
1.1%
79
 
0.9%
58
 
0.8%
Latin
ValueCountFrequency (%)
c194
25.0%
m194
25.0%
H194
25.0%
O194
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII1728
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
388
22.5%
2252
14.6%
c194
11.2%
m194
11.2%
H194
11.2%
O194
11.2%
1167
9.7%
335
 
2.0%
633
 
1.9%
427
 
1.6%
Other values (5)50
 
2.9%
Distinct20
Distinct (%)10.3%
Missing355
Missing (%)64.7%
Memory size1.4 KiB
8 cmH2O
29 
6 cmH2O
27 
3 cmH2O
27 
7 cmH2O
21 
4 cmH2O
13 
Other values (15)
77 

Length

Max length9
Median length8
Mean length8.319587629
Min length8

Characters and Unicode

Total characters1614
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)1.0%

Sample

1st row 21 cmH2O
2nd row 21 cmH2O
3rd row 21 cmH2O
4th row 21 cmH2O
5th row 4 cmH2O

Common Values

ValueCountFrequency (%)
8 cmH2O29
 
5.3%
6 cmH2O27
 
4.9%
3 cmH2O27
 
4.9%
7 cmH2O21
 
3.8%
4 cmH2O13
 
2.4%
11 cmH2O12
 
2.2%
21 cmH2O12
 
2.2%
5 cmH2O8
 
1.5%
14 cmH2O7
 
1.3%
12 cmH2O7
 
1.3%
Other values (10)31
 
5.6%
(Missing)355
64.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o194
50.0%
829
 
7.5%
627
 
7.0%
327
 
7.0%
721
 
5.4%
413
 
3.4%
1112
 
3.1%
2112
 
3.1%
58
 
2.1%
127
 
1.8%
Other values (11)38
 
9.8%

Most occurring characters

ValueCountFrequency (%)
388
24.0%
2222
13.8%
c194
12.0%
m194
12.0%
H194
12.0%
O194
12.0%
169
 
4.3%
834
 
2.1%
331
 
1.9%
628
 
1.7%
Other values (5)66
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number450
27.9%
Space Separator388
24.0%
Lowercase Letter388
24.0%
Uppercase Letter388
24.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2222
49.3%
169
 
15.3%
834
 
7.6%
331
 
6.9%
628
 
6.2%
724
 
5.3%
421
 
4.7%
515
 
3.3%
93
 
0.7%
03
 
0.7%
Lowercase Letter
ValueCountFrequency (%)
c194
50.0%
m194
50.0%
Uppercase Letter
ValueCountFrequency (%)
H194
50.0%
O194
50.0%
Space Separator
ValueCountFrequency (%)
388
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common838
51.9%
Latin776
48.1%

Most frequent character per script

Common
ValueCountFrequency (%)
388
46.3%
2222
26.5%
169
 
8.2%
834
 
4.1%
331
 
3.7%
628
 
3.3%
724
 
2.9%
421
 
2.5%
515
 
1.8%
93
 
0.4%
Latin
ValueCountFrequency (%)
c194
25.0%
m194
25.0%
H194
25.0%
O194
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII1614
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
388
24.0%
2222
13.8%
c194
12.0%
m194
12.0%
H194
12.0%
O194
12.0%
169
 
4.3%
834
 
2.1%
331
 
1.9%
628
 
1.7%
Other values (5)66
 
4.1%

Cardiac output (at rest)
Categorical

HIGH CARDINALITY
MISSING

Distinct60
Distinct (%)31.9%
Missing361
Missing (%)65.8%
Memory size4.4 KiB
6,1 l/min
 
8
7,65 l/min
 
7
4,34 l/min
 
6
4,73 l/min
 
4
5,78 l/min
 
4
Other values (55)
159 

Length

Max length11
Median length11
Mean length10.77659574
Min length10

Characters and Unicode

Total characters2026
Distinct characters17
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)6.9%

Sample

1st row 7,55 l/min
2nd row 7,55 l/min
3rd row 7,55 l/min
4th row 7,55 l/min
5th row 8,93 l/min

Common Values

ValueCountFrequency (%)
6,1 l/min8
 
1.5%
7,65 l/min7
 
1.3%
4,34 l/min6
 
1.1%
4,73 l/min4
 
0.7%
5,78 l/min4
 
0.7%
7,55 l/min4
 
0.7%
7,31 l/min4
 
0.7%
8,96 l/min4
 
0.7%
4,9 l/min4
 
0.7%
2,74 l/min4
 
0.7%
Other values (50)139
 
25.3%
(Missing)361
65.8%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
l/min188
50.0%
6,18
 
2.1%
7,657
 
1.9%
4,346
 
1.6%
7,44
 
1.1%
4,484
 
1.1%
4,854
 
1.1%
3,94
 
1.1%
5,984
 
1.1%
5,384
 
1.1%
Other values (51)143
38.0%

Most occurring characters

ValueCountFrequency (%)
376
18.6%
/188
9.3%
i188
9.3%
m188
9.3%
n188
9.3%
l188
9.3%
,188
9.3%
494
 
4.6%
583
 
4.1%
771
 
3.5%
Other values (7)274
13.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter752
37.1%
Decimal Number522
25.8%
Space Separator376
18.6%
Other Punctuation376
18.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
494
18.0%
583
15.9%
771
13.6%
664
12.3%
357
10.9%
946
8.8%
842
8.0%
228
 
5.4%
127
 
5.2%
010
 
1.9%
Lowercase Letter
ValueCountFrequency (%)
i188
25.0%
m188
25.0%
n188
25.0%
l188
25.0%
Other Punctuation
ValueCountFrequency (%)
/188
50.0%
,188
50.0%
Space Separator
ValueCountFrequency (%)
376
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1274
62.9%
Latin752
37.1%

Most frequent character per script

Common
ValueCountFrequency (%)
376
29.5%
/188
14.8%
,188
14.8%
494
 
7.4%
583
 
6.5%
771
 
5.6%
664
 
5.0%
357
 
4.5%
946
 
3.6%
842
 
3.3%
Other values (3)65
 
5.1%
Latin
ValueCountFrequency (%)
i188
25.0%
m188
25.0%
n188
25.0%
l188
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2026
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
376
18.6%
/188
9.3%
i188
9.3%
m188
9.3%
n188
9.3%
l188
9.3%
,188
9.3%
494
 
4.6%
583
 
4.1%
771
 
3.5%
Other values (7)274
13.5%

Cardiac index (at rest)
Categorical

HIGH CARDINALITY
MISSING

Distinct54
Distinct (%)28.9%
Missing362
Missing (%)65.9%
Memory size4.4 KiB
2,76 l/min/sqrmBSA
 
8
1,8 l/min/sqrmBSA
 
8
3 l/min/sqrmBSA
 
7
2,47 l/min/sqrmBSA
 
5
1,85 l/min/sqrmBSA
 
5
Other values (49)
154 

Length

Max length19
Median length19
Mean length18.65775401
Min length16

Characters and Unicode

Total characters3489
Distinct characters23
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8 ?
Unique (%)4.3%

Sample

1st row 3,1 l/min/sqrmBSA
2nd row 3,1 l/min/sqrmBSA
3rd row 3,1 l/min/sqrmBSA
4th row 3,1 l/min/sqrmBSA
5th row 4,42 l/min/sqrmBSA

Common Values

ValueCountFrequency (%)
2,76 l/min/sqrmBSA8
 
1.5%
1,8 l/min/sqrmBSA8
 
1.5%
3 l/min/sqrmBSA7
 
1.3%
2,47 l/min/sqrmBSA5
 
0.9%
1,85 l/min/sqrmBSA5
 
0.9%
2,7 l/min/sqrmBSA5
 
0.9%
2,68 l/min/sqrmBSA5
 
0.9%
2,46 l/min/sqrmBSA4
 
0.7%
3,49 l/min/sqrmBSA4
 
0.7%
2,5 l/min/sqrmBSA4
 
0.7%
Other values (44)132
 
24.0%
(Missing)362
65.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
l/min/sqrmbsa187
50.0%
2,768
 
2.1%
1,88
 
2.1%
37
 
1.9%
2,475
 
1.3%
1,855
 
1.3%
2,75
 
1.3%
2,685
 
1.3%
3,834
 
1.1%
3,954
 
1.1%
Other values (45)136
36.4%

Most occurring characters

ValueCountFrequency (%)
374
 
10.7%
/374
 
10.7%
m374
 
10.7%
n187
 
5.4%
A187
 
5.4%
S187
 
5.4%
B187
 
5.4%
r187
 
5.4%
s187
 
5.4%
q187
 
5.4%
Other values (13)1058
30.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter1496
42.9%
Uppercase Letter561
 
16.1%
Other Punctuation554
 
15.9%
Decimal Number504
 
14.4%
Space Separator374
 
10.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
3114
22.6%
288
17.5%
857
11.3%
455
10.9%
644
 
8.7%
738
 
7.5%
138
 
7.5%
533
 
6.5%
924
 
4.8%
013
 
2.6%
Lowercase Letter
ValueCountFrequency (%)
m374
25.0%
n187
12.5%
r187
12.5%
s187
12.5%
q187
12.5%
i187
12.5%
l187
12.5%
Uppercase Letter
ValueCountFrequency (%)
A187
33.3%
S187
33.3%
B187
33.3%
Other Punctuation
ValueCountFrequency (%)
/374
67.5%
,180
32.5%
Space Separator
ValueCountFrequency (%)
374
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin2057
59.0%
Common1432
41.0%

Most frequent character per script

Common
ValueCountFrequency (%)
374
26.1%
/374
26.1%
,180
12.6%
3114
 
8.0%
288
 
6.1%
857
 
4.0%
455
 
3.8%
644
 
3.1%
738
 
2.7%
138
 
2.7%
Other values (3)70
 
4.9%
Latin
ValueCountFrequency (%)
m374
18.2%
n187
9.1%
A187
9.1%
S187
9.1%
B187
9.1%
r187
9.1%
s187
9.1%
q187
9.1%
i187
9.1%
l187
9.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII3489
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
374
 
10.7%
/374
 
10.7%
m374
 
10.7%
n187
 
5.4%
A187
 
5.4%
S187
 
5.4%
B187
 
5.4%
r187
 
5.4%
s187
 
5.4%
q187
 
5.4%
Other values (13)1058
30.3%

Stroke volume index (at rest)
Categorical

HIGH CARDINALITY
MISSING

Distinct57
Distinct (%)30.5%
Missing362
Missing (%)65.9%
Memory size4.4 KiB
44.0 ml/beat
 
7
51.3 ml/beat
 
7
25.0 ml/beat
 
6
35.0 ml/beat
 
5
26.5 ml/beat
 
5
Other values (52)
157 

Length

Max length14
Median length14
Mean length14
Min length14

Characters and Unicode

Total characters2618
Distinct characters19
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)5.9%

Sample

1st row 47.0 ml/beat
2nd row 47.0 ml/beat
3rd row 47.0 ml/beat
4th row 47.0 ml/beat
5th row 49.1 ml/beat

Common Values

ValueCountFrequency (%)
44.0 ml/beat7
 
1.3%
51.3 ml/beat7
 
1.3%
25.0 ml/beat6
 
1.1%
35.0 ml/beat5
 
0.9%
26.5 ml/beat5
 
0.9%
26.0 ml/beat5
 
0.9%
24.1 ml/beat4
 
0.7%
45.4 ml/beat4
 
0.7%
51.0 ml/beat4
 
0.7%
33.3 ml/beat4
 
0.7%
Other values (47)136
 
24.8%
(Missing)362
65.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
ml/beat187
50.0%
44.07
 
1.9%
51.37
 
1.9%
25.06
 
1.6%
35.05
 
1.3%
26.55
 
1.3%
26.05
 
1.3%
48.54
 
1.1%
47.14
 
1.1%
33.04
 
1.1%
Other values (48)140
37.4%

Most occurring characters

ValueCountFrequency (%)
561
21.4%
/187
 
7.1%
t187
 
7.1%
e187
 
7.1%
b187
 
7.1%
a187
 
7.1%
l187
 
7.1%
m187
 
7.1%
.187
 
7.1%
4110
 
4.2%
Other values (9)451
17.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter1122
42.9%
Space Separator561
21.4%
Decimal Number561
21.4%
Other Punctuation374
 
14.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
4110
19.6%
3105
18.7%
073
13.0%
564
11.4%
146
8.2%
645
8.0%
234
 
6.1%
733
 
5.9%
929
 
5.2%
822
 
3.9%
Lowercase Letter
ValueCountFrequency (%)
t187
16.7%
e187
16.7%
b187
16.7%
a187
16.7%
l187
16.7%
m187
16.7%
Other Punctuation
ValueCountFrequency (%)
/187
50.0%
.187
50.0%
Space Separator
ValueCountFrequency (%)
561
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1496
57.1%
Latin1122
42.9%

Most frequent character per script

Common
ValueCountFrequency (%)
561
37.5%
/187
 
12.5%
.187
 
12.5%
4110
 
7.4%
3105
 
7.0%
073
 
4.9%
564
 
4.3%
146
 
3.1%
645
 
3.0%
234
 
2.3%
Other values (3)84
 
5.6%
Latin
ValueCountFrequency (%)
t187
16.7%
e187
16.7%
b187
16.7%
a187
16.7%
l187
16.7%
m187
16.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII2618
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
561
21.4%
/187
 
7.1%
t187
 
7.1%
e187
 
7.1%
b187
 
7.1%
a187
 
7.1%
l187
 
7.1%
m187
 
7.1%
.187
 
7.1%
4110
 
4.2%
Other values (9)451
17.2%

Pulmonary artery pressure (laod) (syst/diast)
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct62
Distinct (%)32.8%
Missing360
Missing (%)65.6%
Memory size4.4 KiB
52/32 cmH2O
 
5
27/13 cmH2O
 
4
23/9 cmH2O
 
4
58/24 cmH2O
 
4
28/12 cmH2O
 
4
Other values (57)
168 

Length

Max length15
Median length14
Mean length13.93650794
Min length13

Characters and Unicode

Total characters2634
Distinct characters16
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)6.9%

Sample

1st row 58/24 cmH2O
2nd row 58/24 cmH2O
3rd row 58/24 cmH2O
4th row 58/24 cmH2O
5th row 34/17 cmH2O

Common Values

ValueCountFrequency (%)
52/32 cmH2O5
 
0.9%
27/13 cmH2O4
 
0.7%
23/9 cmH2O4
 
0.7%
58/24 cmH2O4
 
0.7%
28/12 cmH2O4
 
0.7%
41/18 cmH2O4
 
0.7%
49/22 cmH2O4
 
0.7%
46/122 cmH2O4
 
0.7%
49/23 cmH2O4
 
0.7%
20/10 cmH2O4
 
0.7%
Other values (52)148
27.0%
(Missing)360
65.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o189
50.0%
52/325
 
1.3%
63/234
 
1.1%
43/224
 
1.1%
30/94
 
1.1%
84/334
 
1.1%
47/174
 
1.1%
41/134
 
1.1%
56/204
 
1.1%
53/174
 
1.1%
Other values (53)152
40.2%

Most occurring characters

ValueCountFrequency (%)
756
28.7%
2341
12.9%
/189
 
7.2%
c189
 
7.2%
m189
 
7.2%
H189
 
7.2%
O189
 
7.2%
1117
 
4.4%
397
 
3.7%
491
 
3.5%
Other values (6)287
 
10.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number933
35.4%
Space Separator756
28.7%
Lowercase Letter378
14.4%
Uppercase Letter378
14.4%
Other Punctuation189
 
7.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2341
36.5%
1117
 
12.5%
397
 
10.4%
491
 
9.8%
566
 
7.1%
647
 
5.0%
746
 
4.9%
845
 
4.8%
943
 
4.6%
040
 
4.3%
Lowercase Letter
ValueCountFrequency (%)
c189
50.0%
m189
50.0%
Uppercase Letter
ValueCountFrequency (%)
H189
50.0%
O189
50.0%
Space Separator
ValueCountFrequency (%)
756
100.0%
Other Punctuation
ValueCountFrequency (%)
/189
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1878
71.3%
Latin756
28.7%

Most frequent character per script

Common
ValueCountFrequency (%)
756
40.3%
2341
18.2%
/189
 
10.1%
1117
 
6.2%
397
 
5.2%
491
 
4.8%
566
 
3.5%
647
 
2.5%
746
 
2.4%
845
 
2.4%
Other values (2)83
 
4.4%
Latin
ValueCountFrequency (%)
c189
25.0%
m189
25.0%
H189
25.0%
O189
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2634
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
756
28.7%
2341
12.9%
/189
 
7.2%
c189
 
7.2%
m189
 
7.2%
H189
 
7.2%
O189
 
7.2%
1117
 
4.4%
397
 
3.7%
491
 
3.5%
Other values (6)287
 
10.9%
Distinct31
Distinct (%)16.4%
Missing360
Missing (%)65.6%
Memory size2.0 KiB
16 cmH2O
14 
27 cmH2O
 
10
32 cmH2O
 
10
15 cmH2O
 
9
37 cmH2O
 
9
Other values (26)
137 

Length

Max length9
Median length9
Mean length9
Min length9

Characters and Unicode

Total characters1701
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)0.5%

Sample

1st row 40 cmH2O
2nd row 40 cmH2O
3rd row 40 cmH2O
4th row 40 cmH2O
5th row 27 cmH2O

Common Values

ValueCountFrequency (%)
16 cmH2O14
 
2.6%
27 cmH2O10
 
1.8%
32 cmH2O10
 
1.8%
15 cmH2O9
 
1.6%
37 cmH2O9
 
1.6%
35 cmH2O9
 
1.6%
43 cmH2O8
 
1.5%
40 cmH2O8
 
1.5%
33 cmH2O8
 
1.5%
34 cmH2O8
 
1.5%
Other values (21)96
 
17.5%
(Missing)360
65.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o189
50.0%
1614
 
3.7%
2710
 
2.6%
3210
 
2.6%
159
 
2.4%
379
 
2.4%
359
 
2.4%
438
 
2.1%
408
 
2.1%
338
 
2.1%
Other values (22)104
27.5%

Most occurring characters

ValueCountFrequency (%)
378
22.2%
2251
14.8%
c189
11.1%
m189
11.1%
H189
11.1%
O189
11.1%
379
 
4.6%
459
 
3.5%
148
 
2.8%
530
 
1.8%
Other values (5)100
 
5.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number567
33.3%
Space Separator378
22.2%
Lowercase Letter378
22.2%
Uppercase Letter378
22.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2251
44.3%
379
 
13.9%
459
 
10.4%
148
 
8.5%
530
 
5.3%
629
 
5.1%
726
 
4.6%
819
 
3.4%
016
 
2.8%
910
 
1.8%
Lowercase Letter
ValueCountFrequency (%)
c189
50.0%
m189
50.0%
Uppercase Letter
ValueCountFrequency (%)
H189
50.0%
O189
50.0%
Space Separator
ValueCountFrequency (%)
378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common945
55.6%
Latin756
44.4%

Most frequent character per script

Common
ValueCountFrequency (%)
378
40.0%
2251
26.6%
379
 
8.4%
459
 
6.2%
148
 
5.1%
530
 
3.2%
629
 
3.1%
726
 
2.8%
819
 
2.0%
016
 
1.7%
Latin
ValueCountFrequency (%)
c189
25.0%
m189
25.0%
H189
25.0%
O189
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII1701
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
378
22.2%
2251
14.8%
c189
11.1%
m189
11.1%
H189
11.1%
O189
11.1%
379
 
4.6%
459
 
3.5%
148
 
2.8%
530
 
1.8%
Other values (5)100
 
5.9%
Distinct35
Distinct (%)18.8%
Missing363
Missing (%)66.1%
Memory size2.0 KiB
21 cmH2O
18 
35 cmH2O
15 
24 cmH2O
 
12
8 cmH2O
 
8
30 cmH2O
 
8
Other values (30)
125 

Length

Max length9
Median length9
Mean length8.827956989
Min length8

Characters and Unicode

Total characters1642
Distinct characters15
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)2.2%

Sample

1st row 30 cmH2O
2nd row 30 cmH2O
3rd row 30 cmH2O
4th row 30 cmH2O
5th row 21 cmH2O

Common Values

ValueCountFrequency (%)
21 cmH2O18
 
3.3%
35 cmH2O15
 
2.7%
24 cmH2O12
 
2.2%
8 cmH2O8
 
1.5%
30 cmH2O8
 
1.5%
29 cmH2O8
 
1.5%
12 cmH2O8
 
1.5%
17 cmH2O7
 
1.3%
19 cmH2O7
 
1.3%
9 cmH2O7
 
1.3%
Other values (25)88
 
16.0%
(Missing)363
66.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o186
50.0%
2118
 
4.8%
3515
 
4.0%
2412
 
3.2%
88
 
2.2%
308
 
2.2%
298
 
2.2%
128
 
2.2%
147
 
1.9%
327
 
1.9%
Other values (26)95
25.5%

Most occurring characters

ValueCountFrequency (%)
372
22.7%
2269
16.4%
c186
11.3%
m186
11.3%
H186
11.3%
O186
11.3%
171
 
4.3%
362
 
3.8%
435
 
2.1%
925
 
1.5%
Other values (5)64
 
3.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number526
32.0%
Space Separator372
22.7%
Lowercase Letter372
22.7%
Uppercase Letter372
22.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
2269
51.1%
171
 
13.5%
362
 
11.8%
435
 
6.7%
925
 
4.8%
522
 
4.2%
811
 
2.1%
011
 
2.1%
611
 
2.1%
79
 
1.7%
Lowercase Letter
ValueCountFrequency (%)
c186
50.0%
m186
50.0%
Uppercase Letter
ValueCountFrequency (%)
H186
50.0%
O186
50.0%
Space Separator
ValueCountFrequency (%)
372
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common898
54.7%
Latin744
45.3%

Most frequent character per script

Common
ValueCountFrequency (%)
372
41.4%
2269
30.0%
171
 
7.9%
362
 
6.9%
435
 
3.9%
925
 
2.8%
522
 
2.4%
811
 
1.2%
011
 
1.2%
611
 
1.2%
Latin
ValueCountFrequency (%)
c186
25.0%
m186
25.0%
H186
25.0%
O186
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII1642
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
372
22.7%
2269
16.4%
c186
11.3%
m186
11.3%
H186
11.3%
O186
11.3%
171
 
4.3%
362
 
3.8%
435
 
2.1%
925
 
1.5%
Other values (5)64
 
3.9%

Cardiac output (load)
Categorical

HIGH CARDINALITY
MISSING

Distinct59
Distinct (%)31.9%
Missing364
Missing (%)66.3%
Memory size4.4 KiB
11,4 l/min
 
7
8 l/min
 
7
6,23 l/min
 
5
6,1 l/min
 
5
7,85 l/min
 
4
Other values (54)
157 

Length

Max length12
Median length11
Mean length10.84864865
Min length8

Characters and Unicode

Total characters2007
Distinct characters17
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)7.0%

Sample

1st row 12,96 l/min
2nd row 12,96 l/min
3rd row 12,96 l/min
4th row 12,96 l/min
5th row 16,01 l/min

Common Values

ValueCountFrequency (%)
11,4 l/min7
 
1.3%
8 l/min7
 
1.3%
6,23 l/min5
 
0.9%
6,1 l/min5
 
0.9%
7,85 l/min4
 
0.7%
9,35 l/min4
 
0.7%
13,4 l/min4
 
0.7%
7,57 l/min4
 
0.7%
13,89 l/min4
 
0.7%
13,6 l/min4
 
0.7%
Other values (49)137
 
25.0%
(Missing)364
66.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
l/min185
50.0%
11,47
 
1.9%
87
 
1.9%
6,235
 
1.4%
6,15
 
1.4%
7,844
 
1.1%
16,014
 
1.1%
11,14
 
1.1%
8,754
 
1.1%
12,194
 
1.1%
Other values (50)141
38.1%

Most occurring characters

ValueCountFrequency (%)
370
18.4%
/185
9.2%
i185
9.2%
m185
9.2%
n185
9.2%
l185
9.2%
,168
8.4%
1137
 
6.8%
957
 
2.8%
855
 
2.7%
Other values (7)295
14.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter740
36.9%
Decimal Number544
27.1%
Space Separator370
18.4%
Other Punctuation353
17.6%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1137
25.2%
957
10.5%
855
10.1%
452
 
9.6%
247
 
8.6%
347
 
8.6%
747
 
8.6%
544
 
8.1%
643
 
7.9%
015
 
2.8%
Lowercase Letter
ValueCountFrequency (%)
i185
25.0%
m185
25.0%
n185
25.0%
l185
25.0%
Other Punctuation
ValueCountFrequency (%)
/185
52.4%
,168
47.6%
Space Separator
ValueCountFrequency (%)
370
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1267
63.1%
Latin740
36.9%

Most frequent character per script

Common
ValueCountFrequency (%)
370
29.2%
/185
14.6%
,168
13.3%
1137
 
10.8%
957
 
4.5%
855
 
4.3%
452
 
4.1%
247
 
3.7%
347
 
3.7%
747
 
3.7%
Other values (3)102
 
8.1%
Latin
ValueCountFrequency (%)
i185
25.0%
m185
25.0%
n185
25.0%
l185
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII2007
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
370
18.4%
/185
9.2%
i185
9.2%
m185
9.2%
n185
9.2%
l185
9.2%
,168
8.4%
1137
 
6.8%
957
 
2.8%
855
 
2.7%
Other values (7)295
14.7%

Cardiac index (load)
Categorical

HIGH CARDINALITY
MISSING

Distinct57
Distinct (%)30.2%
Missing360
Missing (%)65.6%
Memory size4.4 KiB
5,01 l/min/sqrmBSA
 
7
5 l/min/sqrmBSA
 
7
7,5 l/min/sqrmBSA
 
7
6,99 l/min/sqrmBSA
 
6
3,94 l/min/sqrmBSA
 
6
Other values (52)
156 

Length

Max length19
Median length19
Mean length18.62962963
Min length16

Characters and Unicode

Total characters3521
Distinct characters23
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)6.9%

Sample

1st row 5,9 l/min/sqrmBSA
2nd row 5,9 l/min/sqrmBSA
3rd row 5,9 l/min/sqrmBSA
4th row 5,9 l/min/sqrmBSA
5th row 7,93 l/min/sqrmBSA

Common Values

ValueCountFrequency (%)
5,01 l/min/sqrmBSA7
 
1.3%
5 l/min/sqrmBSA7
 
1.3%
7,5 l/min/sqrmBSA7
 
1.3%
6,99 l/min/sqrmBSA6
 
1.1%
3,94 l/min/sqrmBSA6
 
1.1%
4,74 l/min/sqrmBSA5
 
0.9%
3,47 l/min/sqrmBSA5
 
0.9%
6,33 l/min/sqrmBSA4
 
0.7%
5,9 l/min/sqrmBSA4
 
0.7%
5,29 l/min/sqrmBSA4
 
0.7%
Other values (47)134
 
24.4%
(Missing)360
65.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
l/min/sqrmbsa189
50.0%
5,017
 
1.9%
57
 
1.9%
7,57
 
1.9%
6,996
 
1.6%
3,946
 
1.6%
4,745
 
1.3%
3,475
 
1.3%
5,84
 
1.1%
6,394
 
1.1%
Other values (48)138
36.5%

Most occurring characters

ValueCountFrequency (%)
378
 
10.7%
/378
 
10.7%
m378
 
10.7%
n189
 
5.4%
A189
 
5.4%
S189
 
5.4%
B189
 
5.4%
r189
 
5.4%
s189
 
5.4%
q189
 
5.4%
Other values (13)1064
30.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter1512
42.9%
Uppercase Letter567
 
16.1%
Other Punctuation556
 
15.8%
Decimal Number508
 
14.4%
Space Separator378
 
10.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
480
15.7%
573
14.4%
666
13.0%
366
13.0%
757
11.2%
951
10.0%
846
9.1%
226
 
5.1%
124
 
4.7%
019
 
3.7%
Lowercase Letter
ValueCountFrequency (%)
m378
25.0%
n189
12.5%
r189
12.5%
s189
12.5%
q189
12.5%
i189
12.5%
l189
12.5%
Uppercase Letter
ValueCountFrequency (%)
A189
33.3%
S189
33.3%
B189
33.3%
Other Punctuation
ValueCountFrequency (%)
/378
68.0%
,178
32.0%
Space Separator
ValueCountFrequency (%)
378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin2079
59.0%
Common1442
41.0%

Most frequent character per script

Common
ValueCountFrequency (%)
378
26.2%
/378
26.2%
,178
12.3%
480
 
5.5%
573
 
5.1%
666
 
4.6%
366
 
4.6%
757
 
4.0%
951
 
3.5%
846
 
3.2%
Other values (3)69
 
4.8%
Latin
ValueCountFrequency (%)
m378
18.2%
n189
9.1%
A189
9.1%
S189
9.1%
B189
9.1%
r189
9.1%
s189
9.1%
q189
9.1%
i189
9.1%
l189
9.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII3521
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
378
 
10.7%
/378
 
10.7%
m378
 
10.7%
n189
 
5.4%
A189
 
5.4%
S189
 
5.4%
B189
 
5.4%
r189
 
5.4%
s189
 
5.4%
q189
 
5.4%
Other values (13)1064
30.2%

Stroke volume index (load)
Categorical

HIGH CARDINALITY
MISSING

Distinct58
Distinct (%)30.7%
Missing360
Missing (%)65.6%
Memory size4.4 KiB
40 ml/beat
 
12
70 ml/beat
 
7
48,5 ml/beat
 
6
29,9 ml/beat
 
5
75,6 ml/beat
 
4
Other values (53)
155 

Length

Max length14
Median length13
Mean length12.44973545
Min length11

Characters and Unicode

Total characters2353
Distinct characters19
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique13 ?
Unique (%)6.9%

Sample

1st row 54,5 ml/beat
2nd row 54,5 ml/beat
3rd row 54,5 ml/beat
4th row 54,5 ml/beat
5th row 59,1 ml/beat

Common Values

ValueCountFrequency (%)
40 ml/beat12
 
2.2%
70 ml/beat7
 
1.3%
48,5 ml/beat6
 
1.1%
29,9 ml/beat5
 
0.9%
75,6 ml/beat4
 
0.7%
47,1 ml/beat4
 
0.7%
70,5 ml/beat4
 
0.7%
36,9 ml/beat4
 
0.7%
51,3 ml/beat4
 
0.7%
51 ml/beat4
 
0.7%
Other values (48)135
 
24.6%
(Missing)360
65.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
ml/beat189
50.0%
4012
 
3.2%
707
 
1.9%
48,56
 
1.6%
29,95
 
1.3%
46,34
 
1.1%
59,14
 
1.1%
62,14
 
1.1%
474
 
1.1%
44,44
 
1.1%
Other values (49)139
36.8%

Most occurring characters

ValueCountFrequency (%)
378
16.1%
/189
8.0%
a189
8.0%
e189
8.0%
b189
8.0%
t189
8.0%
l189
8.0%
m189
8.0%
,135
 
5.7%
585
 
3.6%
Other values (9)432
18.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter1134
48.2%
Decimal Number517
22.0%
Space Separator378
 
16.1%
Other Punctuation324
 
13.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
585
16.4%
378
15.1%
476
14.7%
663
12.2%
941
7.9%
141
7.9%
038
7.4%
236
7.0%
732
 
6.2%
827
 
5.2%
Lowercase Letter
ValueCountFrequency (%)
a189
16.7%
e189
16.7%
b189
16.7%
t189
16.7%
l189
16.7%
m189
16.7%
Other Punctuation
ValueCountFrequency (%)
/189
58.3%
,135
41.7%
Space Separator
ValueCountFrequency (%)
378
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1219
51.8%
Latin1134
48.2%

Most frequent character per script

Common
ValueCountFrequency (%)
378
31.0%
/189
15.5%
,135
 
11.1%
585
 
7.0%
378
 
6.4%
476
 
6.2%
663
 
5.2%
941
 
3.4%
141
 
3.4%
038
 
3.1%
Other values (3)95
 
7.8%
Latin
ValueCountFrequency (%)
a189
16.7%
e189
16.7%
b189
16.7%
t189
16.7%
l189
16.7%
m189
16.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII2353
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
378
16.1%
/189
8.0%
a189
8.0%
e189
8.0%
b189
8.0%
t189
8.0%
l189
8.0%
m189
8.0%
,135
 
5.7%
585
 
3.6%
Other values (9)432
18.4%
Distinct23
Distinct (%)34.8%
Missing483
Missing (%)88.0%
Memory size1.4 KiB
85/55 cmH2O
146/62 cmH2O
 
4
164/56 cmH2O
 
4
160/82 cmH2O
 
4
160/78 cmH2O
 
4
Other values (18)
45 

Length

Max length13
Median length13
Mean length12.83333333
Min length12

Characters and Unicode

Total characters847
Distinct characters16
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique7 ?
Unique (%)10.6%

Sample

1st row 164/56 cmH2O
2nd row 164/56 cmH2O
3rd row 164/56 cmH2O
4th row 164/56 cmH2O
5th row 100/56 cmH2O

Common Values

ValueCountFrequency (%)
85/55 cmH2O5
 
0.9%
146/62 cmH2O4
 
0.7%
164/56 cmH2O4
 
0.7%
160/82 cmH2O4
 
0.7%
160/78 cmH2O4
 
0.7%
100/57 cmH2O4
 
0.7%
158/84 cmH2O4
 
0.7%
100/56 cmH2O4
 
0.7%
132/62 cmH2O4
 
0.7%
120/64 cmH2O4
 
0.7%
Other values (13)25
 
4.6%
(Missing)483
88.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o66
50.0%
85/555
 
3.8%
146/624
 
3.0%
164/564
 
3.0%
160/824
 
3.0%
160/784
 
3.0%
100/574
 
3.0%
158/844
 
3.0%
100/564
 
3.0%
132/624
 
3.0%
Other values (14)29
22.0%

Most occurring characters

ValueCountFrequency (%)
132
15.6%
295
11.2%
/66
7.8%
c66
7.8%
m66
7.8%
H66
7.8%
O66
7.8%
658
6.8%
156
6.6%
049
 
5.8%
Other values (6)127
15.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number385
45.5%
Space Separator132
 
15.6%
Lowercase Letter132
 
15.6%
Uppercase Letter132
 
15.6%
Other Punctuation66
 
7.8%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
295
24.7%
658
15.1%
156
14.5%
049
12.7%
538
 
9.9%
825
 
6.5%
424
 
6.2%
314
 
3.6%
713
 
3.4%
913
 
3.4%
Lowercase Letter
ValueCountFrequency (%)
c66
50.0%
m66
50.0%
Uppercase Letter
ValueCountFrequency (%)
H66
50.0%
O66
50.0%
Space Separator
ValueCountFrequency (%)
132
100.0%
Other Punctuation
ValueCountFrequency (%)
/66
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common583
68.8%
Latin264
31.2%

Most frequent character per script

Common
ValueCountFrequency (%)
132
22.6%
295
16.3%
/66
11.3%
658
9.9%
156
9.6%
049
 
8.4%
538
 
6.5%
825
 
4.3%
424
 
4.1%
314
 
2.4%
Other values (2)26
 
4.5%
Latin
ValueCountFrequency (%)
c66
25.0%
m66
25.0%
H66
25.0%
O66
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII847
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
132
15.6%
295
11.2%
/66
7.8%
c66
7.8%
m66
7.8%
H66
7.8%
O66
7.8%
658
6.8%
156
6.6%
049
 
5.8%
Other values (6)127
15.0%

Aorta (at rest) mean
Categorical

MISSING

Distinct20
Distinct (%)32.3%
Missing487
Missing (%)88.7%
Memory size1.4 KiB
67 cmH2O
88 cmH2O
96 cmH2O
 
4
92 cmH2O
 
4
86 cmH2O
 
4
Other values (15)
40 

Length

Max length10
Median length9
Mean length9.209677419
Min length9

Characters and Unicode

Total characters571
Distinct characters14
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)6.5%

Sample

1st row 96 cmH2O
2nd row 96 cmH2O
3rd row 96 cmH2O
4th row 96 cmH2O
5th row 63 cmH2O

Common Values

ValueCountFrequency (%)
67 cmH2O5
 
0.9%
88 cmH2O5
 
0.9%
96 cmH2O4
 
0.7%
92 cmH2O4
 
0.7%
86 cmH2O4
 
0.7%
77 cmH2O4
 
0.7%
63 cmH2O4
 
0.7%
118 cmH2O4
 
0.7%
113 cmH2O4
 
0.7%
80 cmH2O3
 
0.5%
Other values (10)21
 
3.8%
(Missing)487
88.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o62
50.0%
675
 
4.0%
885
 
4.0%
964
 
3.2%
924
 
3.2%
864
 
3.2%
774
 
3.2%
634
 
3.2%
1184
 
3.2%
1134
 
3.2%
Other values (11)24
 
19.4%

Most occurring characters

ValueCountFrequency (%)
124
21.7%
268
11.9%
c62
10.9%
m62
10.9%
H62
10.9%
O62
10.9%
829
 
5.1%
122
 
3.9%
620
 
3.5%
716
 
2.8%
Other values (4)44
 
7.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number199
34.9%
Space Separator124
21.7%
Lowercase Letter124
21.7%
Uppercase Letter124
21.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
268
34.2%
829
14.6%
122
 
11.1%
620
 
10.1%
716
 
8.0%
014
 
7.0%
912
 
6.0%
311
 
5.5%
57
 
3.5%
Lowercase Letter
ValueCountFrequency (%)
c62
50.0%
m62
50.0%
Uppercase Letter
ValueCountFrequency (%)
H62
50.0%
O62
50.0%
Space Separator
ValueCountFrequency (%)
124
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common323
56.6%
Latin248
43.4%

Most frequent character per script

Common
ValueCountFrequency (%)
124
38.4%
268
21.1%
829
 
9.0%
122
 
6.8%
620
 
6.2%
716
 
5.0%
014
 
4.3%
912
 
3.7%
311
 
3.4%
57
 
2.2%
Latin
ValueCountFrequency (%)
c62
25.0%
m62
25.0%
H62
25.0%
O62
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII571
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
124
21.7%
268
11.9%
c62
10.9%
m62
10.9%
H62
10.9%
O62
10.9%
829
 
5.1%
122
 
3.9%
620
 
3.5%
716
 
2.8%
Other values (4)44
 
7.7%
Distinct37
Distinct (%)26.6%
Missing410
Missing (%)74.7%
Memory size2.0 KiB
11 cmH2O
13 
3 cmH2O
13 
7 cmH2O
9 cmH2O
2 cmH2O
 
7
Other values (32)
88 

Length

Max length58
Median length57
Mean length25.53956835
Min length8

Characters and Unicode

Total characters3550
Distinct characters33
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)7.9%

Sample

1st row pre ventriculography 7, post ventriculography 16 cmH2O
2nd row pre ventriculography 7, post ventriculography 16 cmH2O
3rd row pre ventriculography 7, post ventriculography 16 cmH2O
4th row pre ventriculography 7, post ventriculography 16 cmH2O
5th row 3 cmH2O

Common Values

ValueCountFrequency (%)
11 cmH2O13
 
2.4%
3 cmH2O13
 
2.4%
7 cmH2O9
 
1.6%
9 cmH2O9
 
1.6%
2 cmH2O7
 
1.3%
5 cmH2O6
 
1.1%
13 cmH2O5
 
0.9%
pre ventriculography 13, post ventriculography 16 cmH2O5
 
0.9%
pre ventriculography 21, post ventriculography 23 cmH2O4
 
0.7%
pre and post ventriculography 13 cmH2O4
 
0.7%
Other values (27)64
 
11.7%
(Missing)410
74.7%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
cmh2o139
25.8%
ventriculography98
18.2%
pre49
 
9.1%
post49
 
9.1%
1121
 
3.9%
721
 
3.9%
1318
 
3.3%
316
 
3.0%
1413
 
2.4%
913
 
2.4%
Other values (23)101
18.8%

Most occurring characters

ValueCountFrequency (%)
552
 
15.5%
r246
 
6.9%
c241
 
6.8%
p196
 
5.5%
2176
 
5.0%
e150
 
4.2%
o148
 
4.2%
t147
 
4.1%
m139
 
3.9%
O139
 
3.9%
Other values (23)1416
39.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter2238
63.0%
Space Separator552
 
15.5%
Decimal Number431
 
12.1%
Uppercase Letter281
 
7.9%
Other Punctuation48
 
1.4%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
r246
 
11.0%
c241
 
10.8%
p196
 
8.8%
e150
 
6.7%
o148
 
6.6%
t147
 
6.6%
m139
 
6.2%
n110
 
4.9%
a107
 
4.8%
h105
 
4.7%
Other values (8)649
29.0%
Decimal Number
ValueCountFrequency (%)
2176
40.8%
1107
24.8%
339
 
9.0%
724
 
5.6%
623
 
5.3%
415
 
3.5%
913
 
3.0%
512
 
2.8%
011
 
2.6%
811
 
2.6%
Uppercase Letter
ValueCountFrequency (%)
O139
49.5%
H139
49.5%
R3
 
1.1%
Space Separator
ValueCountFrequency (%)
552
100.0%
Other Punctuation
ValueCountFrequency (%)
,48
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin2519
71.0%
Common1031
29.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
r246
 
9.8%
c241
 
9.6%
p196
 
7.8%
e150
 
6.0%
o148
 
5.9%
t147
 
5.8%
m139
 
5.5%
O139
 
5.5%
H139
 
5.5%
n110
 
4.4%
Other values (11)864
34.3%
Common
ValueCountFrequency (%)
552
53.5%
2176
 
17.1%
1107
 
10.4%
,48
 
4.7%
339
 
3.8%
724
 
2.3%
623
 
2.2%
415
 
1.5%
913
 
1.3%
512
 
1.2%
Other values (2)22
 
2.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII3550
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
552
 
15.5%
r246
 
6.9%
c241
 
6.8%
p196
 
5.5%
2176
 
5.0%
e150
 
4.2%
o148
 
4.2%
t147
 
4.1%
m139
 
3.9%
O139
 
3.9%
Other values (23)1416
39.9%

Left coronary artery stenoses (RIVA)
Categorical

HIGH CARDINALITY
MISSING

Distinct74
Distinct (%)23.0%
Missing227
Missing (%)41.3%
Memory size4.4 KiB
No stenoses
88 
not available
23 
RIVA 80%
 
8
RIVA proximal 50%
 
5
Ramus diagonalis_1 60% at origin
 
5
Other values (69)
193 

Length

Max length152
Median length97
Mean length32.72981366
Min length8

Characters and Unicode

Total characters10539
Distinct characters50
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique18 ?
Unique (%)5.6%

Sample

1st row No stenoses
2nd row No stenoses
3rd row No stenoses
4th row No stenoses
5th row not available

Common Values

ValueCountFrequency (%)
No stenoses88
 
16.0%
not available23
 
4.2%
RIVA 80%8
 
1.5%
RIVA proximal 50%5
 
0.9%
Ramus diagonalis_1 60% at origin 5
 
0.9%
RIVA 100% proximal to ramus diagonalis_1, Ramus marginalis sinister_1 80%, Ramus intermedius 90%5
 
0.9%
RIVA proximal 2 serial stenoses of 75% each4
 
0.7%
RIVA distal to ramus diagonalis_1 90%4
 
0.7%
RIVA proximal to ramus diagonalis_1 >80%4
 
0.7%
RIVA proximal to ramus diagonalis_1 50-70%4
 
0.7%
Other values (64)172
31.3%
(Missing)227
41.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
riva198
 
12.0%
ramus188
 
11.4%
to127
 
7.7%
diagonalis_199
 
6.0%
stenoses93
 
5.6%
proximal93
 
5.6%
no88
 
5.3%
distal81
 
4.9%
diagonalis_259
 
3.6%
5051
 
3.1%
Other values (56)573
34.7%

Most occurring characters

ValueCountFrequency (%)
1733
16.4%
a888
 
8.4%
s822
 
7.8%
i710
 
6.7%
o687
 
6.5%
l425
 
4.0%
t415
 
3.9%
n377
 
3.6%
0327
 
3.1%
r320
 
3.0%
Other values (40)3835
36.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter6274
59.5%
Space Separator1733
 
16.4%
Uppercase Letter1019
 
9.7%
Decimal Number864
 
8.2%
Other Punctuation445
 
4.2%
Connector Punctuation167
 
1.6%
Dash Punctuation22
 
0.2%
Math Symbol15
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a888
14.2%
s822
13.1%
i710
11.3%
o687
10.9%
l425
6.8%
t415
 
6.6%
n377
 
6.0%
r320
 
5.1%
m301
 
4.8%
e286
 
4.6%
Other values (11)1043
16.6%
Uppercase Letter
ValueCountFrequency (%)
R241
23.7%
A226
22.2%
V202
19.8%
I202
19.8%
N88
 
8.6%
C24
 
2.4%
L22
 
2.2%
T6
 
0.6%
M4
 
0.4%
P2
 
0.2%
Decimal Number
ValueCountFrequency (%)
0327
37.8%
1161
18.6%
5109
 
12.6%
793
 
10.8%
277
 
8.9%
931
 
3.6%
824
 
2.8%
623
 
2.7%
316
 
1.9%
43
 
0.3%
Other Punctuation
ValueCountFrequency (%)
%296
66.5%
.81
 
18.2%
,68
 
15.3%
Math Symbol
ValueCountFrequency (%)
>12
80.0%
<3
 
20.0%
Space Separator
ValueCountFrequency (%)
1733
100.0%
Connector Punctuation
ValueCountFrequency (%)
_167
100.0%
Dash Punctuation
ValueCountFrequency (%)
-22
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin7293
69.2%
Common3246
30.8%

Most frequent character per script

Latin
ValueCountFrequency (%)
a888
12.2%
s822
 
11.3%
i710
 
9.7%
o687
 
9.4%
l425
 
5.8%
t415
 
5.7%
n377
 
5.2%
r320
 
4.4%
m301
 
4.1%
e286
 
3.9%
Other values (22)2062
28.3%
Common
ValueCountFrequency (%)
1733
53.4%
0327
 
10.1%
%296
 
9.1%
_167
 
5.1%
1161
 
5.0%
5109
 
3.4%
793
 
2.9%
.81
 
2.5%
277
 
2.4%
,68
 
2.1%
Other values (8)134
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII10539
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1733
16.4%
a888
 
8.4%
s822
 
7.8%
i710
 
6.7%
o687
 
6.5%
l425
 
4.0%
t415
 
3.9%
n377
 
3.6%
0327
 
3.1%
r320
 
3.0%
Other values (40)3835
36.4%
Distinct46
Distinct (%)14.3%
Missing227
Missing (%)41.3%
Memory size4.4 KiB
No stenoses
169 
not available
23 
RCX proximal 100%
 
7
RCX 70%
 
5
RCX distal to ramus marginalis_1 70%
 
5
Other values (41)
113 

Length

Max length132
Median length12
Mean length24.84782609
Min length8

Characters and Unicode

Total characters8001
Distinct characters45
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique11 ?
Unique (%)3.4%

Sample

1st row No stenoses
2nd row No stenoses
3rd row No stenoses
4th row No stenoses
5th row not available

Common Values

ValueCountFrequency (%)
No stenoses169
30.8%
not available23
 
4.2%
RCX proximal 100%7
 
1.3%
RCX 70%5
 
0.9%
RCX distal to ramus marginalis_1 70%5
 
0.9%
RCX proximal 60%5
 
0.9%
Posterolateral ramus of RCX 75%4
 
0.7%
RCX distal to ramus marginalis sinister_1 80%, distal to ramus marginalis sinister_2 90%. Ramus marginalis sinister_2 50% at origin4
 
0.7%
Ramus marginalis sinister_1 80%4
 
0.7%
RCX 60%4
 
0.7%
Other values (36)92
16.8%
(Missing)227
41.3%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
stenoses172
13.6%
no169
13.4%
ramus120
 
9.5%
rcx103
 
8.2%
marginalis80
 
6.3%
to54
 
4.3%
origin42
 
3.3%
distal40
 
3.2%
at36
 
2.9%
7031
 
2.5%
Other values (37)416
32.9%

Most occurring characters

ValueCountFrequency (%)
1273
15.9%
s979
12.2%
o576
 
7.2%
a561
 
7.0%
i560
 
7.0%
e504
 
6.3%
t442
 
5.5%
n430
 
5.4%
r365
 
4.6%
l271
 
3.4%
Other values (35)2040
25.5%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter5474
68.4%
Space Separator1273
 
15.9%
Uppercase Letter550
 
6.9%
Decimal Number420
 
5.2%
Other Punctuation189
 
2.4%
Connector Punctuation75
 
0.9%
Dash Punctuation13
 
0.2%
Math Symbol7
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s979
17.9%
o576
10.5%
a561
10.2%
i560
10.2%
e504
9.2%
t442
8.1%
n430
7.9%
r365
 
6.7%
l271
 
5.0%
m270
 
4.9%
Other values (11)516
9.4%
Decimal Number
ValueCountFrequency (%)
0164
39.0%
162
 
14.8%
543
 
10.2%
742
 
10.0%
934
 
8.1%
230
 
7.1%
820
 
4.8%
619
 
4.5%
43
 
0.7%
33
 
0.7%
Uppercase Letter
ValueCountFrequency (%)
N169
30.7%
R160
29.1%
C104
18.9%
X103
18.7%
A8
 
1.5%
P5
 
0.9%
T1
 
0.2%
Other Punctuation
ValueCountFrequency (%)
%160
84.7%
,18
 
9.5%
.11
 
5.8%
Space Separator
ValueCountFrequency (%)
1273
100.0%
Connector Punctuation
ValueCountFrequency (%)
_75
100.0%
Dash Punctuation
ValueCountFrequency (%)
-13
100.0%
Math Symbol
ValueCountFrequency (%)
>7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin6024
75.3%
Common1977
 
24.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
s979
16.3%
o576
9.6%
a561
9.3%
i560
9.3%
e504
8.4%
t442
7.3%
n430
7.1%
r365
 
6.1%
l271
 
4.5%
m270
 
4.5%
Other values (18)1066
17.7%
Common
ValueCountFrequency (%)
1273
64.4%
0164
 
8.3%
%160
 
8.1%
_75
 
3.8%
162
 
3.1%
543
 
2.2%
742
 
2.1%
934
 
1.7%
230
 
1.5%
820
 
1.0%
Other values (7)74
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII8001
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1273
15.9%
s979
12.2%
o576
 
7.2%
a561
 
7.0%
i560
 
7.0%
e504
 
6.3%
t442
 
5.5%
n430
 
5.4%
r365
 
4.6%
l271
 
3.4%
Other values (35)2040
25.5%
Distinct45
Distinct (%)14.2%
Missing233
Missing (%)42.4%
Memory size4.4 KiB
No stenoses
138 
not available
23 
RCA distal to ramus ventricularis dexter 70%
 
13
RCA proximal 100%
 
12
RCA proximal 60%
 
9
Other values (40)
121 

Length

Max length120
Median length113
Mean length26.48417722
Min length8

Characters and Unicode

Total characters8369
Distinct characters46
Distinct categories8 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)3.2%

Sample

1st row RCA proximal to ramus ventricularis posterior 100%
2nd row RCA proximal to ramus ventricularis posterior 100%
3rd row RCA proximal to ramus ventricularis posterior 100%
4th row RCA proximal to ramus ventricularis posterior 100%
5th row not available

Common Values

ValueCountFrequency (%)
No stenoses138
25.1%
not available23
 
4.2%
RCA distal to ramus ventricularis dexter 70%13
 
2.4%
RCA proximal 100%12
 
2.2%
RCA proximal 60%9
 
1.6%
RCA 100%8
 
1.5%
RCA distal to ramus ventricularis dexter 50%5
 
0.9%
RCA proximal and middle part >70% 4
 
0.7%
RCA distal to the origin of ramus marginalis dexter_1 100%4
 
0.7%
RCA proximal 90%4
 
0.7%
Other values (35)96
17.5%
(Missing)233
42.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
stenoses145
 
11.1%
rca143
 
10.9%
no139
 
10.6%
ramus103
 
7.9%
to81
 
6.2%
dexter81
 
6.2%
proximal69
 
5.3%
ventricularis62
 
4.7%
distal59
 
4.5%
10052
 
4.0%
Other values (41)377
28.8%

Most occurring characters

ValueCountFrequency (%)
1319
15.8%
s750
 
9.0%
e647
 
7.7%
o556
 
6.6%
t541
 
6.5%
r525
 
6.3%
a503
 
6.0%
i472
 
5.6%
l320
 
3.8%
n319
 
3.8%
Other values (36)2417
28.9%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter5765
68.9%
Space Separator1319
 
15.8%
Uppercase Letter603
 
7.2%
Decimal Number443
 
5.3%
Other Punctuation214
 
2.6%
Dash Punctuation13
 
0.2%
Connector Punctuation8
 
0.1%
Math Symbol4
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
s750
13.0%
e647
11.2%
o556
9.6%
t541
9.4%
r525
9.1%
a503
8.7%
i472
8.2%
l320
 
5.6%
n319
 
5.5%
m218
 
3.8%
Other values (12)914
15.9%
Decimal Number
ValueCountFrequency (%)
0225
50.8%
163
 
14.2%
546
 
10.4%
745
 
10.2%
617
 
3.8%
916
 
3.6%
813
 
2.9%
48
 
1.8%
26
 
1.4%
34
 
0.9%
Uppercase Letter
ValueCountFrequency (%)
R169
28.0%
C144
23.9%
A144
23.9%
N139
23.1%
P5
 
0.8%
D1
 
0.2%
S1
 
0.2%
Other Punctuation
ValueCountFrequency (%)
%182
85.0%
.22
 
10.3%
,10
 
4.7%
Space Separator
ValueCountFrequency (%)
1319
100.0%
Dash Punctuation
ValueCountFrequency (%)
-13
100.0%
Connector Punctuation
ValueCountFrequency (%)
_8
100.0%
Math Symbol
ValueCountFrequency (%)
>4
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin6368
76.1%
Common2001
 
23.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
s750
11.8%
e647
10.2%
o556
 
8.7%
t541
 
8.5%
r525
 
8.2%
a503
 
7.9%
i472
 
7.4%
l320
 
5.0%
n319
 
5.0%
m218
 
3.4%
Other values (19)1517
23.8%
Common
ValueCountFrequency (%)
1319
65.9%
0225
 
11.2%
%182
 
9.1%
163
 
3.1%
546
 
2.3%
745
 
2.2%
.22
 
1.1%
617
 
0.8%
916
 
0.8%
-13
 
0.6%
Other values (7)53
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII8369
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1319
15.8%
s750
 
9.0%
e647
 
7.7%
o556
 
6.6%
t541
 
6.5%
r525
 
6.3%
a503
 
6.0%
i472
 
5.6%
l320
 
3.8%
n319
 
3.8%
Other values (36)2417
28.9%

Echocardiography
Categorical

MISSING

Distinct26
Distinct (%)44.8%
Missing491
Missing (%)89.4%
Memory size1.9 KiB
no Echo
14 
not available
Hypokinesia inferior wall, basal, lateral wall and septum
Hypokinesia/Akinesia of the distal apikal septum, apex, adjacent parts of the anterior and the entire inferioren wall
LV dimension at upper limits, Akinesia of apex, antero-lateral and inferior wall, and the septum
Other values (21)
28 

Length

Max length194
Median length142
Mean length74.82758621
Min length7

Characters and Unicode

Total characters4340
Distinct characters59
Distinct categories9 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique16 ?
Unique (%)27.6%

Sample

1st row no Echo
2nd row Hypokinesia inferior wall, basal, lateral wall and septum
3rd row Hypokinesia inferior wall, basal, lateral wall and septum
4th row Hypokinesia inferior wall, basal, lateral wall and septum
5th row Hypokinesia inferior wall, basal, lateral wall and septum

Common Values

ValueCountFrequency (%)
no Echo14
 
2.6%
not available4
 
0.7%
Hypokinesia inferior wall, basal, lateral wall and septum4
 
0.7%
Hypokinesia/Akinesia of the distal apikal septum, apex, adjacent parts of the anterior and the entire inferioren wall4
 
0.7%
LV dimension at upper limits, Akinesia of apex, antero-lateral and inferior wall, and the septum4
 
0.7%
Normal LV dimensions. Akinesia of the inferior wall, the distal interventricular septums, apex and distal anterior wall3
 
0.5%
LV dilatation, Hypokinesia/Akinesia posterior, inferior and lateral wall, Hypokinesia of the septum, free anterior wall and apex3
 
0.5%
LV dimensions within upper limits, slightly decreased contractility in the presence of LBBB2
 
0.4%
Akinesia septal,anterior, anterolateral. Reduced contrctility2
 
0.4%
Enlarged left atrium (50mm). Good global contractility. Hypokinesia of the apikal and middle portions of the septum, the inferior and antero-septalen wall. LV hypertrophy. Mitral valve prolaps.2
 
0.4%
Other values (16)16
 
2.9%
(Missing)491
89.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
the37
 
6.2%
wall33
 
5.5%
and31
 
5.2%
lv27
 
4.5%
of27
 
4.5%
septum21
 
3.5%
inferior16
 
2.7%
no15
 
2.5%
echo14
 
2.3%
apex14
 
2.3%
Other values (109)361
60.6%

Most occurring characters

ValueCountFrequency (%)
598
13.8%
a350
 
8.1%
e334
 
7.7%
i331
 
7.6%
t296
 
6.8%
r265
 
6.1%
l239
 
5.5%
o235
 
5.4%
n234
 
5.4%
s151
 
3.5%
Other values (49)1307
30.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter3328
76.7%
Space Separator598
 
13.8%
Uppercase Letter170
 
3.9%
Other Punctuation129
 
3.0%
Decimal Number53
 
1.2%
Close Punctuation25
 
0.6%
Open Punctuation25
 
0.6%
Dash Punctuation10
 
0.2%
Math Symbol2
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
a350
10.5%
e334
10.0%
i331
9.9%
t296
 
8.9%
r265
 
8.0%
l239
 
7.2%
o235
 
7.1%
n234
 
7.0%
s151
 
4.5%
p129
 
3.9%
Other values (14)764
23.0%
Uppercase Letter
ValueCountFrequency (%)
L34
20.0%
V28
16.5%
A23
13.5%
H21
12.4%
E20
11.8%
M14
8.2%
B6
 
3.5%
S6
 
3.5%
G5
 
2.9%
N4
 
2.4%
Other values (4)9
 
5.3%
Decimal Number
ValueCountFrequency (%)
113
24.5%
27
13.2%
47
13.2%
07
13.2%
36
11.3%
55
 
9.4%
83
 
5.7%
63
 
5.7%
91
 
1.9%
71
 
1.9%
Other Punctuation
ValueCountFrequency (%)
,79
61.2%
.38
29.5%
/9
 
7.0%
%2
 
1.6%
:1
 
0.8%
Math Symbol
ValueCountFrequency (%)
>1
50.0%
=1
50.0%
Space Separator
ValueCountFrequency (%)
598
100.0%
Close Punctuation
ValueCountFrequency (%)
)25
100.0%
Open Punctuation
ValueCountFrequency (%)
(25
100.0%
Dash Punctuation
ValueCountFrequency (%)
-10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin3498
80.6%
Common842
 
19.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
a350
 
10.0%
e334
 
9.5%
i331
 
9.5%
t296
 
8.5%
r265
 
7.6%
l239
 
6.8%
o235
 
6.7%
n234
 
6.7%
s151
 
4.3%
p129
 
3.7%
Other values (28)934
26.7%
Common
ValueCountFrequency (%)
598
71.0%
,79
 
9.4%
.38
 
4.5%
)25
 
3.0%
(25
 
3.0%
113
 
1.5%
-10
 
1.2%
/9
 
1.1%
27
 
0.8%
47
 
0.8%
Other values (11)31
 
3.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII4340
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
598
13.8%
a350
 
8.1%
e334
 
7.7%
i331
 
7.6%
t296
 
6.8%
r265
 
6.1%
l239
 
5.5%
o235
 
5.4%
n234
 
5.4%
s151
 
3.5%
Other values (49)1307
30.1%

Therapy
Categorical

CONSTANT
REJECTED

Distinct1
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size793.0 B
549 

Length

Max length0
Median length0
Mean length0
Min length0

Characters and Unicode

Total characters0
Distinct characters0
Distinct categories0 ?
Distinct scripts0 ?
Distinct blocks0 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row
2nd row
3rd row
4th row
5th row

Common Values

ValueCountFrequency (%)
549
100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
No values found.

Most occurring characters

ValueCountFrequency (%)
No values found.

Most occurring categories

ValueCountFrequency (%)
No values found.

Most frequent character per category

Most occurring scripts

ValueCountFrequency (%)
No values found.

Most frequent character per script

Most occurring blocks

ValueCountFrequency (%)
No values found.

Most frequent character per block

Infarction date
Date

MISSING

Distinct112
Distinct (%)32.4%
Missing203
Missing (%)37.0%
Memory size4.4 KiB
Minimum1990-08-10 00:00:00
Maximum1997-07-25 00:00:00
Histogram with fixed size bins (bins=50)

Admission date
Date

MISSING

Distinct89
Distinct (%)28.3%
Missing234
Missing (%)42.6%
Memory size4.4 KiB
Minimum1990-09-29 00:00:00
Maximum1993-03-15 00:00:00
Histogram with fixed size bins (bins=50)

Medication pre admission
Categorical

HIGH CARDINALITY
MISSING

Distinct54
Distinct (%)17.6%
Missing242
Missing (%)44.1%
Memory size4.4 KiB
-
130 
ASA
 
13
Metoprolol
 
8
Ca-antagonist
 
6
Naftidrofurylhydrogenoxalate Ca-antagonist
 
5
Other values (49)
145 

Length

Max length80
Median length70
Mean length16.14006515
Min length2

Characters and Unicode

Total characters4955
Distinct characters43
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)3.3%

Sample

1st row -
2nd row -
3rd row -
4th row -
5th row -

Common Values

ValueCountFrequency (%)
-130
23.7%
ASA13
 
2.4%
Metoprolol8
 
1.5%
Ca-antagonist6
 
1.1%
Naftidrofurylhydrogenoxalate Ca-antagonist5
 
0.9%
Metoclopramide5
 
0.9%
etilephrin4
 
0.7%
Glibenclamide Furosemide4
 
0.7%
Nitrate Ca-antagonist Bezafibratone Digoxin Dihydroergotoxin-mesilate4
 
0.7%
Diazepam L-Thyroxin Metoprolol4
 
0.7%
Other values (44)124
22.6%
(Missing)242
44.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
130
26.2%
asa35
 
7.0%
ca-antagonist32
 
6.4%
metoprolol22
 
4.4%
isosorbit-dinitrate22
 
4.4%
digoxin19
 
3.8%
glibenclamide15
 
3.0%
isosorbit-mononitrate13
 
2.6%
digitoxin13
 
2.6%
diazepam10
 
2.0%
Other values (47)186
37.4%

Most occurring characters

ValueCountFrequency (%)
502
 
10.1%
o474
 
9.6%
i465
 
9.4%
t351
 
7.1%
a345
 
7.0%
e309
 
6.2%
n303
 
6.1%
r288
 
5.8%
-227
 
4.6%
l222
 
4.5%
Other values (33)1469
29.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter3713
74.9%
Space Separator502
 
10.1%
Uppercase Letter497
 
10.0%
Dash Punctuation227
 
4.6%
Math Symbol15
 
0.3%
Other Punctuation1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o474
12.8%
i465
12.5%
t351
9.5%
a345
9.3%
e309
8.3%
n303
8.2%
r288
7.8%
l222
 
6.0%
s156
 
4.2%
d105
 
2.8%
Other values (12)695
18.7%
Uppercase Letter
ValueCountFrequency (%)
A87
17.5%
D78
15.7%
C52
10.5%
M47
9.5%
I41
8.2%
S41
8.2%
P33
 
6.6%
N26
 
5.2%
T23
 
4.6%
G18
 
3.6%
Other values (7)51
10.3%
Space Separator
ValueCountFrequency (%)
502
100.0%
Dash Punctuation
ValueCountFrequency (%)
-227
100.0%
Math Symbol
ValueCountFrequency (%)
+15
100.0%
Other Punctuation
ValueCountFrequency (%)
/1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin4210
85.0%
Common745
 
15.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
o474
 
11.3%
i465
 
11.0%
t351
 
8.3%
a345
 
8.2%
e309
 
7.3%
n303
 
7.2%
r288
 
6.8%
l222
 
5.3%
s156
 
3.7%
d105
 
2.5%
Other values (29)1192
28.3%
Common
ValueCountFrequency (%)
502
67.4%
-227
30.5%
+15
 
2.0%
/1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII4955
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
502
 
10.1%
o474
 
9.6%
i465
 
9.4%
t351
 
7.1%
a345
 
7.0%
e309
 
6.2%
n303
 
6.1%
r288
 
5.8%
-227
 
4.6%
l222
 
4.5%
Other values (33)1469
29.6%

Start lysis therapy (hh.mm)
Categorical

HIGH CARDINALITY
MISSING

Distinct80
Distinct (%)25.6%
Missing236
Missing (%)43.0%
Memory size4.4 KiB
-
 
21
12:45
 
12
20:30
 
9
05:00
 
8
01:15
 
7
Other values (75)
256 

Length

Max length6
Median length6
Mean length5.731629393
Min length2

Characters and Unicode

Total characters1794
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique10 ?
Unique (%)3.2%

Sample

1st row 08:45
2nd row 08:45
3rd row 08:45
4th row 08:45
5th row 09:27

Common Values

ValueCountFrequency (%)
-21
 
3.8%
12:4512
 
2.2%
20:309
 
1.6%
05:008
 
1.5%
01:157
 
1.3%
11:457
 
1.3%
13:006
 
1.1%
11:005
 
0.9%
19:005
 
0.9%
10:155
 
0.9%
Other values (70)228
41.5%
(Missing)236
43.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
21
 
6.7%
12:4512
 
3.8%
20:309
 
2.9%
05:008
 
2.6%
01:157
 
2.2%
11:457
 
2.2%
13:006
 
1.9%
10:155
 
1.6%
11:155
 
1.6%
19:005
 
1.6%
Other values (70)228
72.8%

Most occurring characters

ValueCountFrequency (%)
0343
19.1%
313
17.4%
:292
16.3%
1252
14.0%
5159
8.9%
294
 
5.2%
491
 
5.1%
379
 
4.4%
758
 
3.2%
836
 
2.0%
Other values (3)77
 
4.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number1168
65.1%
Space Separator313
 
17.4%
Other Punctuation292
 
16.3%
Dash Punctuation21
 
1.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0343
29.4%
1252
21.6%
5159
13.6%
294
 
8.0%
491
 
7.8%
379
 
6.8%
758
 
5.0%
836
 
3.1%
630
 
2.6%
926
 
2.2%
Space Separator
ValueCountFrequency (%)
313
100.0%
Other Punctuation
ValueCountFrequency (%)
:292
100.0%
Dash Punctuation
ValueCountFrequency (%)
-21
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1794
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0343
19.1%
313
17.4%
:292
16.3%
1252
14.0%
5159
8.9%
294
 
5.2%
491
 
5.1%
379
 
4.4%
758
 
3.2%
836
 
2.0%
Other values (3)77
 
4.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII1794
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0343
19.1%
313
17.4%
:292
16.3%
1252
14.0%
5159
8.9%
294
 
5.2%
491
 
5.1%
379
 
4.4%
758
 
3.2%
836
 
2.0%
Other values (3)77
 
4.3%

Lytic agent
Categorical

MISSING

Distinct11
Distinct (%)3.6%
Missing241
Missing (%)43.9%
Memory size1.0 KiB
Streptokinase
199 
Urokinase
63 
Gamma-TPA
31 
-
 
5
Enalapril
 
2
Other values (6)
 
8

Length

Max length78
Median length14
Mean length13.27922078
Min length2

Characters and Unicode

Total characters4090
Distinct characters40
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4 ?
Unique (%)1.3%

Sample

1st row Gamma-TPA
2nd row Gamma-TPA
3rd row Gamma-TPA
4th row Gamma-TPA
5th row Streptokinase

Common Values

ValueCountFrequency (%)
Streptokinase199
36.2%
Urokinase63
 
11.5%
Gamma-TPA31
 
5.6%
-5
 
0.9%
Enalapril2
 
0.4%
Phenprocoumon Ca-antagonist2
 
0.4%
Trihexylphenidyl-HCl Tetrabenazin2
 
0.4%
Benazepril1
 
0.2%
Ca-antagonist Theophyllin 5-Fluoro-uracil Mitomycin1
 
0.2%
Captopril Digoxin Furosemide Isosorbit-Dinitrate Lovastatin ASA Glibenclamide1
 
0.2%
(Missing)241
43.9%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
streptokinase199
61.0%
urokinase63
 
19.3%
gamma-tpa31
 
9.5%
5
 
1.5%
ca-antagonist3
 
0.9%
trihexylphenidyl-hcl2
 
0.6%
tetrabenazin2
 
0.6%
phenprocoumon2
 
0.6%
enalapril2
 
0.6%
isosorbit-dinitrate2
 
0.6%
Other values (15)15
 
4.6%

Most occurring characters

ValueCountFrequency (%)
e481
11.8%
t417
10.2%
a350
8.6%
326
 
8.0%
i299
 
7.3%
n294
 
7.2%
o291
 
7.1%
r279
 
6.8%
s273
 
6.7%
k262
 
6.4%
Other values (30)818
20.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter3296
80.6%
Uppercase Letter422
 
10.3%
Space Separator326
 
8.0%
Dash Punctuation45
 
1.1%
Decimal Number1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e481
14.6%
t417
12.7%
a350
10.6%
i299
9.1%
n294
8.9%
o291
8.8%
r279
8.5%
s273
8.3%
k262
7.9%
p209
6.3%
Other values (12)141
 
4.3%
Uppercase Letter
ValueCountFrequency (%)
S200
47.4%
U63
 
14.9%
T36
 
8.5%
A34
 
8.1%
P33
 
7.8%
G32
 
7.6%
C7
 
1.7%
D4
 
0.9%
M3
 
0.7%
F2
 
0.5%
Other values (5)8
 
1.9%
Space Separator
ValueCountFrequency (%)
326
100.0%
Dash Punctuation
ValueCountFrequency (%)
-45
100.0%
Decimal Number
ValueCountFrequency (%)
51
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin3718
90.9%
Common372
 
9.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
e481
12.9%
t417
11.2%
a350
9.4%
i299
8.0%
n294
7.9%
o291
7.8%
r279
7.5%
s273
7.3%
k262
7.0%
p209
 
5.6%
Other values (27)563
15.1%
Common
ValueCountFrequency (%)
326
87.6%
-45
 
12.1%
51
 
0.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII4090
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e481
11.8%
t417
10.2%
a350
8.6%
326
 
8.0%
i299
 
7.3%
n294
 
7.2%
o291
 
7.1%
r279
 
6.8%
s273
 
6.7%
k262
 
6.4%
Other values (30)818
20.0%

Dosage (lytic agent)
Categorical

MISSING

Distinct7
Distinct (%)2.3%
Missing246
Missing (%)44.8%
Memory size1.0 KiB
1.5 Mio IE
213 
3 Mio IE
37 
30 mg
 
20
100 mg
 
11
-
 
10
Other values (2)
 
12

Length

Max length11
Median length11
Mean length9.98349835
Min length2

Characters and Unicode

Total characters3025
Distinct characters16
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row 100 mg
2nd row 100 mg
3rd row 100 mg
4th row 100 mg
5th row 1.5 Mio IE

Common Values

ValueCountFrequency (%)
1.5 Mio IE213
38.8%
3 Mio IE37
 
6.7%
30 mg20
 
3.6%
100 mg11
 
2.0%
-10
 
1.8%
1.5 MIO IE8
 
1.5%
1.8 Mio IE4
 
0.7%
(Missing)246
44.8%

Length

Histogram of lengths of the category

Category Frequency Plot

ValueCountFrequency (%)
mio262
30.5%
ie262
30.5%
1.5221
25.8%
337
 
4.3%
mg31
 
3.6%
3020
 
2.3%
10011
 
1.3%
10
 
1.2%
1.84
 
0.5%

Most occurring characters

ValueCountFrequency (%)
858
28.4%
I270
 
8.9%
M262
 
8.7%
E262
 
8.7%
i254
 
8.4%
o254
 
8.4%
1236
 
7.8%
.225
 
7.4%
5221
 
7.3%
357
 
1.9%
Other values (6)126
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Space Separator858
28.4%
Uppercase Letter802
26.5%
Lowercase Letter570
18.8%
Decimal Number560
18.5%
Other Punctuation225
 
7.4%
Dash Punctuation10
 
0.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
1236
42.1%
5221
39.5%
357
 
10.2%
042
 
7.5%
84
 
0.7%
Uppercase Letter
ValueCountFrequency (%)
I270
33.7%
M262
32.7%
E262
32.7%
O8
 
1.0%
Lowercase Letter
ValueCountFrequency (%)
i254
44.6%
o254
44.6%
m31
 
5.4%
g31
 
5.4%
Space Separator
ValueCountFrequency (%)
858
100.0%
Other Punctuation
ValueCountFrequency (%)
.225
100.0%
Dash Punctuation
ValueCountFrequency (%)
-10
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common1653
54.6%
Latin1372
45.4%

Most frequent character per script

Common
ValueCountFrequency (%)
858
51.9%
1236
 
14.3%
.225
 
13.6%
5221
 
13.4%
357
 
3.4%
042
 
2.5%
-10
 
0.6%
84
 
0.2%
Latin
ValueCountFrequency (%)
I270
19.7%
M262
19.1%
E262
19.1%
i254
18.5%
o254
18.5%
m31
 
2.3%
g31
 
2.3%
O8
 
0.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII3025
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
858
28.4%
I270
 
8.9%
M262
 
8.7%
E262
 
8.7%
i254
 
8.4%
o254
 
8.4%
1236
 
7.8%
.225
 
7.4%
5221
 
7.3%
357
 
1.9%
Other values (6)126
 
4.2%

Additional medication
Categorical

HIGH CARDINALITY
MISSING
UNIFORM

Distinct94
Distinct (%)30.2%
Missing238
Missing (%)43.4%
Memory size4.4 KiB
Nitrate Heparin ASA Metoprolol
 
9
Nitrate Heparin
 
8
Heparin ASA Isosorbit-Mononitrate
 
5
Heparin ASA Metoprolol Isosorbit-Dinitrate
 
5
ASA Ca-antagonist Amiloride+Chlorothiazide Triflupromazin Nitrate
 
5
Other values (89)
279 

Length

Max length124
Median length64
Mean length47.69131833
Min length11

Characters and Unicode

Total characters14832
Distinct characters43
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique15 ?
Unique (%)4.8%

Sample

1st row ASA Metoprolol Isosorbit-Mononitrate Molsidomin
2nd row ASA Metoprolol Isosorbit-Mononitrate Molsidomin
3rd row ASA Metoprolol Isosorbit-Mononitrate Molsidomin
4th row ASA Metoprolol Isosorbit-Mononitrate Molsidomin
5th row Nitrate Heparin ASA Digitoxin Amiloride+Chlorothiazide

Common Values

ValueCountFrequency (%)
Nitrate Heparin ASA Metoprolol9
 
1.6%
Nitrate Heparin8
 
1.5%
Heparin ASA Isosorbit-Mononitrate5
 
0.9%
Heparin ASA Metoprolol Isosorbit-Dinitrate5
 
0.9%
ASA Ca-antagonist Amiloride+Chlorothiazide Triflupromazin Nitrate5
 
0.9%
Nitrate Heparin ASA5
 
0.9%
Nitrate Triflupromazin ASA Heparin Furosemide Atropin4
 
0.7%
Nitrate ASA Metoprolol Glibenclamide4
 
0.7%
Heparin Isosorbit-Mononitrate ASA Digitoxin Captopril Amiloride+Chlorothiazide L-Thyrox4
 
0.7%
Magnesium Metprolol ASA Diazepam4
 
0.7%
Other values (84)258
47.0%
(Missing)238
43.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
asa276
18.9%
heparin209
14.3%
nitrate160
11.0%
metoprolol96
 
6.6%
ca-antagonist87
 
6.0%
isosorbit-mononitrate76
 
5.2%
isosorbit-dinitrate73
 
5.0%
furosemide57
 
3.9%
diazepam53
 
3.6%
atropin52
 
3.6%
Other values (29)318
21.8%

Most occurring characters

ValueCountFrequency (%)
i1536
 
10.4%
1457
 
9.8%
o1265
 
8.5%
t1216
 
8.2%
a1136
 
7.7%
r1076
 
7.3%
e956
 
6.4%
n912
 
6.1%
A630
 
4.2%
p533
 
3.6%
Other values (33)4115
27.7%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter10919
73.6%
Uppercase Letter2188
 
14.8%
Space Separator1457
 
9.8%
Dash Punctuation245
 
1.7%
Math Symbol22
 
0.1%
Other Punctuation1
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
i1536
14.1%
o1265
11.6%
t1216
11.1%
a1136
10.4%
r1076
9.9%
e956
8.8%
n912
8.4%
p533
 
4.9%
s521
 
4.8%
l448
 
4.1%
Other values (12)1320
12.1%
Uppercase Letter
ValueCountFrequency (%)
A630
28.8%
S276
12.6%
M250
 
11.4%
H209
 
9.6%
D162
 
7.4%
N160
 
7.3%
I152
 
6.9%
C138
 
6.3%
F61
 
2.8%
T55
 
2.5%
Other values (7)95
 
4.3%
Space Separator
ValueCountFrequency (%)
1457
100.0%
Dash Punctuation
ValueCountFrequency (%)
-245
100.0%
Math Symbol
ValueCountFrequency (%)
+22
100.0%
Other Punctuation
ValueCountFrequency (%)
.1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin13107
88.4%
Common1725
 
11.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
i1536
11.7%
o1265
 
9.7%
t1216
 
9.3%
a1136
 
8.7%
r1076
 
8.2%
e956
 
7.3%
n912
 
7.0%
A630
 
4.8%
p533
 
4.1%
s521
 
4.0%
Other values (29)3326
25.4%
Common
ValueCountFrequency (%)
1457
84.5%
-245
 
14.2%
+22
 
1.3%
.1
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII14832
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
i1536
 
10.4%
1457
 
9.8%
o1265
 
8.5%
t1216
 
8.2%
a1136
 
7.7%
r1076
 
7.3%
e956
 
6.4%
n912
 
6.1%
A630
 
4.2%
p533
 
3.6%
Other values (33)4115
27.7%

In hospital medication
Categorical

HIGH CARDINALITY
MISSING

Distinct90
Distinct (%)28.9%
Missing238
Missing (%)43.4%
Memory size4.4 KiB
ASA
 
24
ASA Metoprolol
 
10
Isosorbit-Dinitrate ASA Metoprolol
 
9
ASA Ca-antagonist Isosorbit-Dinitrate Metoprolol
 
8
Ca-antagonist
 
8
Other values (85)
252 

Length

Max length105
Median length70
Mean length44.47588424
Min length4

Characters and Unicode

Total characters13832
Distinct characters42
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique18 ?
Unique (%)5.8%

Sample

1st row ASA
2nd row ASA
3rd row ASA
4th row ASA
5th row ASA Digitoxin Amiloride+Chlorothiazide

Common Values

ValueCountFrequency (%)
ASA24
 
4.4%
ASA Metoprolol10
 
1.8%
Isosorbit-Dinitrate ASA Metoprolol9
 
1.6%
ASA Ca-antagonist Isosorbit-Dinitrate Metoprolol8
 
1.5%
Ca-antagonist8
 
1.5%
Isosorbit-Mononitrate Captopril Isosorbit-Dinitrate Rhythmonorm5
 
0.9%
Metprolol Captopril4
 
0.7%
Digitoxin ASA Isosorbit-Dinitrate Molsidomin Ca-antagonist4
 
0.7%
Isosorbit-Mononitrate Metprolol ASA4
 
0.7%
ASA Metoprolol Glibenclamide Amiloride+Chlorothiazide4
 
0.7%
Other values (80)231
42.1%
(Missing)238
43.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
asa261
22.7%
isosorbit-dinitrate118
10.3%
isosorbit-mononitrate101
 
8.8%
ca-antagonist97
 
8.4%
metoprolol95
 
8.3%
metprolol45
 
3.9%
molsidomin45
 
3.9%
captopril42
 
3.6%
digitoxin34
 
3.0%
amiloride+chlorothiazide33
 
2.9%
Other values (34)280
24.3%

Most occurring characters

ValueCountFrequency (%)
o1580
11.4%
i1403
 
10.1%
t1261
 
9.1%
1151
 
8.3%
a865
 
6.3%
r855
 
6.2%
n837
 
6.1%
s690
 
5.0%
e679
 
4.9%
l578
 
4.2%
Other values (32)3933
28.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter10366
74.9%
Uppercase Letter1942
 
14.0%
Space Separator1151
 
8.3%
Dash Punctuation333
 
2.4%
Math Symbol40
 
0.3%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o1580
15.2%
i1403
13.5%
t1261
12.2%
a865
8.3%
r855
8.2%
n837
8.1%
s690
6.7%
e679
6.6%
l578
 
5.6%
p314
 
3.0%
Other values (12)1304
12.6%
Uppercase Letter
ValueCountFrequency (%)
A562
28.9%
M293
15.1%
S264
13.6%
I225
11.6%
C213
 
11.0%
D192
 
9.9%
R33
 
1.7%
F31
 
1.6%
L29
 
1.5%
G29
 
1.5%
Other values (7)71
 
3.7%
Space Separator
ValueCountFrequency (%)
1151
100.0%
Dash Punctuation
ValueCountFrequency (%)
-333
100.0%
Math Symbol
ValueCountFrequency (%)
+40
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin12308
89.0%
Common1524
 
11.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
o1580
12.8%
i1403
11.4%
t1261
10.2%
a865
 
7.0%
r855
 
6.9%
n837
 
6.8%
s690
 
5.6%
e679
 
5.5%
l578
 
4.7%
A562
 
4.6%
Other values (29)2998
24.4%
Common
ValueCountFrequency (%)
1151
75.5%
-333
 
21.9%
+40
 
2.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII13832
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o1580
11.4%
i1403
 
10.1%
t1261
 
9.1%
1151
 
8.3%
a865
 
6.3%
r855
 
6.2%
n837
 
6.1%
s690
 
5.0%
e679
 
4.9%
l578
 
4.2%
Other values (32)3933
28.4%

Medication after discharge
Categorical

HIGH CARDINALITY
MISSING

Distinct85
Distinct (%)27.3%
Missing238
Missing (%)43.4%
Memory size4.4 KiB
ASA
27 
Isosorbit-Dinitrate ASA Metoprolol
 
9
Metprolol ASA
 
8
ASA Isosorbit-Dinitrate Ca-antagonist
 
7
ASA Metoprolol
 
7
Other values (80)
253 

Length

Max length113
Median length69
Mean length41.09324759
Min length4

Characters and Unicode

Total characters12780
Distinct characters43
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique14 ?
Unique (%)4.5%

Sample

1st row ASA ACE-Hemmer
2nd row ASA ACE-Hemmer
3rd row ASA ACE-Hemmer
4th row ASA ACE-Hemmer
5th row ASA Furosemide Ranitidin Trazodone Diclofenac Captopril

Common Values

ValueCountFrequency (%)
ASA27
 
4.9%
Isosorbit-Dinitrate ASA Metoprolol9
 
1.6%
Metprolol ASA8
 
1.5%
ASA Isosorbit-Dinitrate Ca-antagonist7
 
1.3%
ASA Metoprolol7
 
1.3%
ASA Isosorbit-Mononitrate6
 
1.1%
ASA L-Thyroxin5
 
0.9%
Isosorbit-Dinitrate Captopril Propafenone ASA5
 
0.9%
Metprolol Isosorbit-Mononitrate ASA4
 
0.7%
Digitoxin Captopril Isosorbit-Dinitrate ASA L-Thyroxin4
 
0.7%
Other values (75)229
41.7%
(Missing)238
43.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
asa273
24.6%
isosorbit-dinitrate115
 
10.3%
metoprolol86
 
7.7%
isosorbit-mononitrate72
 
6.5%
ca-antagonist71
 
6.4%
captopril57
 
5.1%
molsidomin53
 
4.8%
digitoxin33
 
3.0%
metprolol32
 
2.9%
furosemide26
 
2.3%
Other values (42)294
26.4%

Most occurring characters

ValueCountFrequency (%)
o1453
 
11.4%
i1263
 
9.9%
1112
 
8.7%
t1110
 
8.7%
r797
 
6.2%
a759
 
5.9%
n743
 
5.8%
e632
 
4.9%
s615
 
4.8%
A578
 
4.5%
Other values (33)3718
29.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter9434
73.8%
Uppercase Letter1917
 
15.0%
Space Separator1112
 
8.7%
Dash Punctuation293
 
2.3%
Math Symbol24
 
0.2%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o1453
15.4%
i1263
13.4%
t1110
11.8%
r797
8.4%
a759
8.0%
n743
7.9%
e632
6.7%
s615
6.5%
l553
 
5.9%
p307
 
3.3%
Other values (12)1202
12.7%
Uppercase Letter
ValueCountFrequency (%)
A578
30.2%
S279
14.6%
M255
13.3%
I209
 
10.9%
C181
 
9.4%
D174
 
9.1%
L43
 
2.2%
T28
 
1.5%
P28
 
1.5%
F26
 
1.4%
Other values (8)116
 
6.1%
Space Separator
ValueCountFrequency (%)
1112
100.0%
Dash Punctuation
ValueCountFrequency (%)
-293
100.0%
Math Symbol
ValueCountFrequency (%)
+24
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin11351
88.8%
Common1429
 
11.2%

Most frequent character per script

Latin
ValueCountFrequency (%)
o1453
12.8%
i1263
11.1%
t1110
 
9.8%
r797
 
7.0%
a759
 
6.7%
n743
 
6.5%
e632
 
5.6%
s615
 
5.4%
A578
 
5.1%
l553
 
4.9%
Other values (30)2848
25.1%
Common
ValueCountFrequency (%)
1112
77.8%
-293
 
20.5%
+24
 
1.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII12780
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o1453
 
11.4%
i1263
 
9.9%
1112
 
8.7%
t1110
 
8.7%
r797
 
6.2%
a759
 
5.9%
n743
 
5.8%
e632
 
4.9%
s615
 
4.8%
A578
 
4.5%
Other values (33)3718
29.1%
Distinct101
Distinct (%)32.9%
Missing242
Missing (%)44.1%
Memory size4.4 KiB
Minimum1990-10-16 00:00:00
Maximum1996-06-10 00:00:00
Histogram with fixed size bins (bins=50)

Heart Rate
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct548
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean75.04360903
Minimum37.2634949
Maximum159.5197686
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.4 KiB

Quantile statistics

Minimum37.2634949
5-th percentile54.42467342
Q164.1261498
median73.76213021
Q384.81527373
95-th percentile101.3363364
Maximum159.5197686
Range122.2562737
Interquartile range (IQR)20.68912393

Descriptive statistics

Standard deviation15.06554069
Coefficient of variation (CV)0.2007571449
Kurtosis2.057237135
Mean75.04360903
Median Absolute Deviation (MAD)10.14549972
Skewness0.805042979
Sum41198.94136
Variance226.9705164
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
58.104028892
 
0.4%
71.702721561
 
0.2%
112.9313351
 
0.2%
81.931338741
 
0.2%
105.36290221
 
0.2%
90.03791071
 
0.2%
65.516488321
 
0.2%
85.621802231
 
0.2%
84.662352251
 
0.2%
83.714116291
 
0.2%
Other values (538)538
98.0%
ValueCountFrequency (%)
37.26349491
0.2%
38.62985811
0.2%
40.968179631
0.2%
43.77652171
0.2%
45.489773231
0.2%
46.106814121
0.2%
46.636983471
0.2%
46.946381851
0.2%
47.7255031
0.2%
48.049302761
0.2%
ValueCountFrequency (%)
159.51976861
0.2%
140.6082571
0.2%
126.95593111
0.2%
121.88636151
0.2%
114.87750751
0.2%
113.17492341
0.2%
112.9313351
0.2%
112.56348061
0.2%
111.91395531
0.2%
110.47024021
0.2%

Heart Beats
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct150
Distinct (%)27.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean135.5865209
Minimum33
Maximum319
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.4 KiB

Quantile statistics

Minimum33
5-th percentile48
Q1119
median138
Q3159
95-th percentile193.2
Maximum319
Range286
Interquartile range (IQR)40

Descriptive statistics

Standard deviation39.7468527
Coefficient of variation (CV)0.2931475225
Kurtosis1.343770518
Mean135.5865209
Median Absolute Deviation (MAD)20
Skewness-0.3546492704
Sum74437
Variance1579.8123
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
12613
 
2.4%
15411
 
2.0%
15611
 
2.0%
15010
 
1.8%
14710
 
1.8%
12210
 
1.8%
12310
 
1.8%
13710
 
1.8%
1289
 
1.6%
1139
 
1.6%
Other values (140)446
81.2%
ValueCountFrequency (%)
331
 
0.2%
341
 
0.2%
351
 
0.2%
361
 
0.2%
382
0.4%
392
0.4%
403
0.5%
414
0.7%
421
 
0.2%
441
 
0.2%
ValueCountFrequency (%)
3191
 
0.2%
2701
 
0.2%
2441
 
0.2%
2341
 
0.2%
2211
 
0.2%
2201
 
0.2%
2172
0.4%
2161
 
0.2%
2151
 
0.2%
2124
0.7%

Average_RR_interval(ms)
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct548
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean831.2424339
Minimum376.1289308
Maximum1610.15493
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.4 KiB

Quantile statistics

Minimum376.1289308
5-th percentile592.0884889
Q1707.4197531
median813.4255319
Q3935.6557377
95-th percentile1102.448077
Maximum1610.15493
Range1234.025999
Interquartile range (IQR)228.2359846

Descriptive statistics

Standard deviation165.9462817
Coefficient of variation (CV)0.1996364417
Kurtosis1.448964785
Mean831.2424339
Median Absolute Deviation (MAD)110.3703172
Skewness0.7133485098
Sum456352.0962
Variance27538.16842
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1032.6306312
 
0.4%
836.78832121
 
0.2%
531.29629631
 
0.2%
732.32051281
 
0.2%
569.4603961
 
0.2%
666.38596491
 
0.2%
915.81
 
0.2%
700.75609761
 
0.2%
708.69753091
 
0.2%
716.7251
 
0.2%
Other values (538)538
98.0%
ValueCountFrequency (%)
376.12893081
0.2%
426.71747211
0.2%
472.60493831
0.2%
492.26180261
0.2%
522.29545451
0.2%
530.15277781
0.2%
531.29629631
0.2%
533.03255811
0.2%
536.12616821
0.2%
543.13270141
0.2%
ValueCountFrequency (%)
1610.154931
0.2%
1553.2027031
0.2%
1464.5512821
0.2%
1370.5977011
0.2%
1318.9777781
0.2%
1301.3260871
0.2%
1286.5326091
0.2%
1278.0537631
0.2%
1257.1894741
0.2%
1248.7173911
0.2%

SDRR
Real number (ℝ≥0)

UNIQUE

Distinct549
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean62.57859311
Minimum1.204708322
Maximum1517.634863
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.4 KiB

Quantile statistics

Minimum1.204708322
5-th percentile8.846931846
Q121.00405974
median34.14509299
Q369.29812791
95-th percentile214.9236829
Maximum1517.634863
Range1516.430154
Interquartile range (IQR)48.29406817

Descriptive statistics

Standard deviation95.10315044
Coefficient of variation (CV)1.519739351
Kurtosis104.7913571
Mean62.57859311
Median Absolute Deviation (MAD)18.62613958
Skewness7.98053711
Sum34355.64762
Variance9044.609224
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
39.088912221
 
0.2%
16.30234761
 
0.2%
31.970336251
 
0.2%
16.364986651
 
0.2%
215.54726391
 
0.2%
24.239636961
 
0.2%
21.058606361
 
0.2%
48.370593511
 
0.2%
61.547996891
 
0.2%
27.253006951
 
0.2%
Other values (539)539
98.2%
ValueCountFrequency (%)
1.2047083221
0.2%
2.5763566091
0.2%
3.309920081
0.2%
3.4121949251
0.2%
3.9568322741
0.2%
3.9835277531
0.2%
4.2307822141
0.2%
4.3356083771
0.2%
4.4886473741
0.2%
4.5596125351
0.2%
ValueCountFrequency (%)
1517.6348631
0.2%
731.11088821
0.2%
414.323931
0.2%
398.49464941
0.2%
371.33642081
0.2%
366.39758151
0.2%
333.16993661
0.2%
329.87321491
0.2%
316.62611451
0.2%
309.70276461
0.2%

QR_interval
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct549
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-320.868185
Minimum-17384.97761
Maximum306.2093023
Zeros0
Zeros (%)0.0%
Negative255
Negative (%)46.4%
Memory size4.4 KiB

Quantile statistics

Minimum-17384.97761
5-th percentile-971.5252174
Q1-680.8143713
median26.92682927
Q375.43846154
95-th percentile265.4948037
Maximum306.2093023
Range17691.18691
Interquartile range (IQR)756.2528328

Descriptive statistics

Standard deviation959.2084127
Coefficient of variation (CV)-2.989415771
Kurtosis185.5689448
Mean-320.868185
Median Absolute Deviation (MAD)234.6489283
Skewness-11.16357034
Sum-176156.6336
Variance920080.7789
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
34.173228351
 
0.2%
51.024539881
 
0.2%
30.439490451
 
0.2%
-541.05911331
 
0.2%
63.017241381
 
0.2%
-847.31297711
 
0.2%
25.018181821
 
0.2%
-787.40579711
 
0.2%
25.9251
 
0.2%
-397.31521741
 
0.2%
Other values (539)539
98.2%
ValueCountFrequency (%)
-17384.977611
0.2%
-5481.8361581
0.2%
-4710.456791
0.2%
-4027.5060981
0.2%
-3977.1222571
0.2%
-3780.4109591
0.2%
-3050.1597221
0.2%
-2637.4873421
0.2%
-2478.994221
0.2%
-2270.9136691
0.2%
ValueCountFrequency (%)
306.20930231
0.2%
304.86092721
0.2%
304.18181821
0.2%
301.76704551
0.2%
296.86178861
0.2%
295.89915971
0.2%
286.86259541
0.2%
286.33333331
0.2%
285.79354841
0.2%
282.89403971
0.2%

RS_interval
Real number (ℝ)

Distinct546
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-37.04093071
Minimum-199
Maximum367.7152318
Zeros0
Zeros (%)0.0%
Negative227
Negative (%)41.3%
Memory size4.4 KiB

Quantile statistics

Minimum-199
5-th percentile-195.345098
Q1-163.3446328
median24.52216749
Q329.86885246
95-th percentile109.475641
Maximum367.7152318
Range566.7152318
Interquartile range (IQR)193.2134852

Descriptive statistics

Standard deviation112.2869014
Coefficient of variation (CV)-3.031427645
Kurtosis-0.5413665537
Mean-37.04093071
Median Absolute Deviation (MAD)34.8006485
Skewness0.01566395983
Sum-20335.47096
Variance12608.34822
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-1993
 
0.5%
26.466216222
 
0.4%
24.581818181
 
0.2%
-180.89861751
 
0.2%
24.222929941
 
0.2%
24.522167491
 
0.2%
20.896551721
 
0.2%
27.015267181
 
0.2%
27.543307091
 
0.2%
30.554621851
 
0.2%
Other values (536)536
97.6%
ValueCountFrequency (%)
-1993
0.5%
-198.79591841
 
0.2%
-198.18072291
 
0.2%
-198.12025321
 
0.2%
-197.83225811
 
0.2%
-197.49032261
 
0.2%
-197.13385831
 
0.2%
-197.09452741
 
0.2%
-197.08695651
 
0.2%
-197.0489511
 
0.2%
ValueCountFrequency (%)
367.71523181
0.2%
359.07377051
0.2%
244.12727271
0.2%
240.57961781
0.2%
238.55555561
0.2%
226.50420171
0.2%
223.3841
0.2%
222.85333331
0.2%
218.57291671
0.2%
206.79166671
0.2%

QRS_time
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct548
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-357.9091157
Minimum-17289.65672
Maximum318.1282051
Zeros0
Zeros (%)0.0%
Negative237
Negative (%)43.2%
Memory size4.4 KiB

Quantile statistics

Minimum-17289.65672
5-th percentile-965.4180638
Q1-708.6351351
median30.03278689
Q376.68613139
95-th percentile107.4921303
Maximum318.1282051
Range17607.78492
Interquartile range (IQR)785.3212665

Descriptive statistics

Standard deviation952.7814318
Coefficient of variation (CV)-2.66207646
Kurtosis185.0600021
Mean-357.9091157
Median Absolute Deviation (MAD)70.06477409
Skewness-11.18764562
Sum-196492.1045
Variance907792.4568
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
80.133333332
 
0.4%
61.716535431
 
0.2%
-686.19875781
 
0.2%
-502.36866361
 
0.2%
54.662420381
 
0.2%
-516.53694581
 
0.2%
83.91379311
 
0.2%
-820.29770991
 
0.2%
49.61
 
0.2%
-760.10869571
 
0.2%
Other values (538)538
98.0%
ValueCountFrequency (%)
-17289.656721
0.2%
-5478.7401131
0.2%
-4870.4259261
0.2%
-4109.3170731
0.2%
-4031.3667711
0.2%
-3968.2328771
0.2%
-3233.0416671
0.2%
-2664.2601161
0.2%
-2647.7658231
0.2%
-2461.2805761
0.2%
ValueCountFrequency (%)
318.12820511
0.2%
273.3921
0.2%
269.39583331
0.2%
267.02439021
0.2%
265.10204081
0.2%
232.64432991
0.2%
229.54729731
0.2%
229.44723621
0.2%
225.96648041
0.2%
223.66120221
0.2%

Interactions

Correlations

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

df_indexPatientagesexECG dateDiagnoseReason for admissionAcute infarction (localization)Former infarction (localization)Additional diagnosesSmokerNumber of coronary vessels involvedInfarction date (acute)Previous infarction (1) datePrevious infarction (2) dateHemodynamicsVentriculographyChest X-rayPeripheral blood Pressure (syst/diast)Pulmonary artery pressure (at rest) (syst/diast)Pulmonary artery pressure (at rest) (mean)Pulmonary capillary wedge pressure (at rest)Cardiac output (at rest)Cardiac index (at rest)Stroke volume index (at rest)Pulmonary artery pressure (laod) (syst/diast)Pulmonary artery pressure (laod) (mean)Pulmonary capillary wedge pressure (load)Cardiac output (load)Cardiac index (load)Stroke volume index (load)Aorta (at rest) (syst/diast)Aorta (at rest) meanLeft ventricular enddiastolic pressureLeft coronary artery stenoses (RIVA)Left coronary artery stenoses (RCX)Right coronary artery stenoses (RCA)EchocardiographyTherapyInfarction dateAdmission dateMedication pre admissionStart lysis therapy (hh.mm)Lytic agentDosage (lytic agent)Additional medicationIn hospital medicationMedication after dischargeCatetherization dateHeart RateHeart BeatsAverage_RR_interval(ms)SDRRQR_intervalRS_intervalQRS_time
00patient12268.0male1992-07-21Healthy controlnononoNaNNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT66.391499127903.73015939.08891234.17322827.54330761.716535
10patient20632.0male1996-03-05Bundle branch blocknonoTinnitusnoNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNno EchoNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT70.594715142849.92198640.363608-565.915493-190.197183-756.112676
20patient06552.0male1991-09-18Myocardial infarctioninfero-postero-lateralnonono11991-09-13NaTNaTAkinesia infero-postero-lateral wallnormal110/70 mmHg25/10 cmH2O16 cmH2O21 cmH2O7,55 l/min3,1 l/min/sqrmBSA47.0 ml/beat58/24 cmH2O40 cmH2O30 cmH2O12,96 l/min5,9 l/min/sqrmBSA54,5 ml/beatNaNNaNNaNNo stenosesNo stenosesRCA proximal to ramus ventricularis posterior 100%NaN1991-09-131991-09-13-08:45Gamma-TPA100 mgASA Metoprolol Isosorbit-Mononitrate MolsidominASAASA ACE-Hemmer1991-09-2372.501839139827.56521720.10874748.48920927.90647576.395683
30patient06552.0male1991-09-20Myocardial infarctioninfero-postero-lateralnonono11991-09-13NaTNaTAkinesia infero-postero-lateral wallnormal110/70 mmHg25/10 cmH2O16 cmH2O21 cmH2O7,55 l/min3,1 l/min/sqrmBSA47.0 ml/beat58/24 cmH2O40 cmH2O30 cmH2O12,96 l/min5,9 l/min/sqrmBSA54,5 ml/beatNaNNaNNaNNo stenosesNo stenosesRCA proximal to ramus ventricularis posterior 100%NaN1991-09-131991-09-13-08:45Gamma-TPA100 mgASA Metoprolol Isosorbit-Mononitrate MolsidominASAASA ACE-Hemmer1991-09-2370.481362136851.28888944.86685939.81617641.17647180.992647
40patient06552.0male1992-03-25Myocardial infarctioninfero-postero-lateralnonono11991-09-13NaTNaTAkinesia infero-postero-lateral wallnormal110/70 mmHg25/10 cmH2O16 cmH2O21 cmH2O7,55 l/min3,1 l/min/sqrmBSA47.0 ml/beat58/24 cmH2O40 cmH2O30 cmH2O12,96 l/min5,9 l/min/sqrmBSA54,5 ml/beatNaNNaNNaNNo stenosesNo stenosesRCA proximal to ramus ventricularis posterior 100%NaN1991-09-131991-09-13-08:45Gamma-TPA100 mgASA Metoprolol Isosorbit-Mononitrate MolsidominASAASA ACE-Hemmer1991-09-2354.5917431051099.06730882.93884060.50476229.32381089.828571
50patient06552.0male1991-09-13Myocardial infarctioninfero-postero-lateralnonono11991-09-13NaTNaTAkinesia infero-postero-lateral wallnormal110/70 mmHg25/10 cmH2O16 cmH2O21 cmH2O7,55 l/min3,1 l/min/sqrmBSA47.0 ml/beat58/24 cmH2O40 cmH2O30 cmH2O12,96 l/min5,9 l/min/sqrmBSA54,5 ml/beatNaNNaNNaNNo stenosesNo stenosesRCA proximal to ramus ventricularis posterior 100%NaN1991-09-131991-09-13-08:45Gamma-TPA100 mgASA Metoprolol Isosorbit-Mononitrate MolsidominASAASA ACE-Hemmer1991-09-2366.401757128903.59055178.69800333.44531235.95312569.398438
60patient27935.0female1994-08-23Healthy controlnonononoNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT46.636983931286.53260979.11939964.51612926.82795791.344086
70patient27935.0female1994-08-23Healthy controlnonononoNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT45.489773911318.97777866.949729-1269.60439626.219780-1243.384615
80patient27935.0female1994-08-23Healthy controlnonononoNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT51.6983591031160.57843174.58649958.38835026.82524385.213592
90patient27935.0female1994-08-23Healthy controlnonononoNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT46.106814931301.32608770.001570-1229.74193528.763441-1200.978495

Last rows

df_indexPatientagesexECG dateDiagnoseReason for admissionAcute infarction (localization)Former infarction (localization)Additional diagnosesSmokerNumber of coronary vessels involvedInfarction date (acute)Previous infarction (1) datePrevious infarction (2) dateHemodynamicsVentriculographyChest X-rayPeripheral blood Pressure (syst/diast)Pulmonary artery pressure (at rest) (syst/diast)Pulmonary artery pressure (at rest) (mean)Pulmonary capillary wedge pressure (at rest)Cardiac output (at rest)Cardiac index (at rest)Stroke volume index (at rest)Pulmonary artery pressure (laod) (syst/diast)Pulmonary artery pressure (laod) (mean)Pulmonary capillary wedge pressure (load)Cardiac output (load)Cardiac index (load)Stroke volume index (load)Aorta (at rest) (syst/diast)Aorta (at rest) meanLeft ventricular enddiastolic pressureLeft coronary artery stenoses (RIVA)Left coronary artery stenoses (RCX)Right coronary artery stenoses (RCA)EchocardiographyTherapyInfarction dateAdmission dateMedication pre admissionStart lysis therapy (hh.mm)Lytic agentDosage (lytic agent)Additional medicationIn hospital medicationMedication after dischargeCatetherization dateHeart RateHeart BeatsAverage_RR_interval(ms)SDRRQR_intervalRS_intervalQRS_time
5390patient09546.0male1992-11-30Myocardial infarctioninferiornonoyes21992-11-19NaTNaTnormalnormal100/60 mmHgNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN120/64 cmH2O88 cmH2O15 cmH2OLCA 50%No stenosesRCA distal to ramus marginalis dexter 70%NaN1992-11-191992-11-19-21:08Streptokinase1.5 Mio IENitrate Heparin ASA AtropinASAASA1992-12-0263.840921123939.83606633.587996-664.487805-194.341463-858.829268
5400patient13126.0male1992-03-23Healthy controlnononoNaNNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT102.874749198583.23350319.565750-538.05555632.065657-505.989899
5410patient27457.0maleNaTMyocardial infarctioninfero-lateralnoNaNNaNNaN1997-03-10NaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN1997-03-10NaTNaNNaNNaNNaNNaNNaNNaNNaT55.2010241111086.93636442.582172-1034.82882935.360360-999.468468
5420patient06962.0male1991-11-21Myocardial infarctionantero-lateralnonoyes11991-11-18NaTNaTnormalNormal sized heart, Pulmonary emphysema110/50 mmHg19/3 cmH2O10 cmH2O3 cmH2O6,92 l/min3,95 l/min/sqrmBSA47.1 ml/beat30/9 cmH2O20 cmH2O4 cmH2O12,22 l/min6,98 l/min/sqrmBSA58,2 ml/beatNaNNaNNaNRIVA distal to ramus septalis 50-70%No stenosesNo stenosesNaN1991-11-181991-11-18-05:00Streptokinase1.5 Mio IENitrate ASA DiazepamASA Isosorbit-Dinitrate DiazepamASA Metoprolol Isisorbit-Mononitrate1992-05-1365.974666126909.44000025.41823050.06349227.72222277.785714
5430patient06962.0male1991-11-28Myocardial infarctionantero-lateralnonoyes11991-11-18NaTNaTnormalNormal sized heart, Pulmonary emphysema110/50 mmHg19/3 cmH2O10 cmH2O3 cmH2O6,92 l/min3,95 l/min/sqrmBSA47.1 ml/beat30/9 cmH2O20 cmH2O4 cmH2O12,22 l/min6,98 l/min/sqrmBSA58,2 ml/beatNaNNaNNaNRIVA distal to ramus septalis 50-70%No stenosesNo stenosesNaN1991-11-181991-11-18-05:00Streptokinase1.5 Mio IENitrate ASA DiazepamASA Isosorbit-Dinitrate DiazepamASA Metoprolol Isisorbit-Mononitrate1992-05-1363.360203121946.96666725.93290551.45454529.28099280.735537
5440patient06962.0male1991-11-19Myocardial infarctionantero-lateralnonoyes11991-11-18NaTNaTnormalNormal sized heart, Pulmonary emphysema110/50 mmHg19/3 cmH2O10 cmH2O3 cmH2O6,92 l/min3,95 l/min/sqrmBSA47.1 ml/beat30/9 cmH2O20 cmH2O4 cmH2O12,22 l/min6,98 l/min/sqrmBSA58,2 ml/beatNaNNaNNaNRIVA distal to ramus septalis 50-70%No stenosesNo stenosesNaN1991-11-181991-11-18-05:00Streptokinase1.5 Mio IENitrate ASA DiazepamASA Isosorbit-Dinitrate DiazepamASA Metoprolol Isisorbit-Mononitrate1992-05-1361.948761119968.54237358.470570-912.83193329.806723-883.025210
5450patient06962.0male1992-03-25Myocardial infarctionantero-lateralnonoyes11991-11-18NaTNaTnormalNormal sized heart, Pulmonary emphysema110/50 mmHg19/3 cmH2O10 cmH2O3 cmH2O6,92 l/min3,95 l/min/sqrmBSA47.1 ml/beat30/9 cmH2O20 cmH2O4 cmH2O12,22 l/min6,98 l/min/sqrmBSA58,2 ml/beatNaNNaNNaNRIVA distal to ramus septalis 50-70%No stenosesNo stenosesNaN1991-11-181991-11-18-05:00Streptokinase1.5 Mio IENitrate ASA DiazepamASA Isosorbit-Dinitrate DiazepamASA Metoprolol Isisorbit-Mononitrate1992-05-1360.058492116999.02608730.984838-933.56034527.637931-905.922414
5460patient19160.0male1992-10-26Stable anginanoNaNCOLD,Hyperlipoproteinemiayes3NaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT65.927111126910.09600024.851052130.722222-88.45238142.269841
5470patient24864.0male1996-02-07Healthy controlnononoNaNNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT62.839332126954.81600029.02423447.76190573.174603120.936508
5480patient14620.0NaN1990-09-25NaNNaNNaNNaNNaNNaNNaTNaTNaTNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaTNaTNaNNaNNaNNaNNaNNaNNaNNaT95.11982561630.783333173.765176-629.295082-146.819672-776.114754